46:"/_next/static/chunks/2g8w-80ml0qgh.js" 47:"/_next/static/chunks/0iv56yrji_20j.js" 48:"/_next/static/chunks/07n38_x1c5ol5.js" 49:"/_next/static/chunks/3i6o_ezb7k38p.js" 4a:"/_next/static/chunks/2pzht2w_wvlxv.js" 4b:"/_next/static/chunks/09f5cfkroz048.js" 4c:"/_next/static/chunks/0wa9m1-tphf9u.js" 4d:"/_next/static/chunks/1jl6tco-uuy-j.js" 4e:"/_next/static/chunks/0lc44eilyyvky.js" 4f:"/_next/static/chunks/44eddfb82mqw7.js" 50:"/_next/static/chunks/0rh88mo92_eun.js" 51:"/_next/static/chunks/19bc9syhv3w28.js" 52:"/_next/static/chunks/3inwsphehwqfi.js" 53:"/_next/static/chunks/1nyz-fz1mk3y6.js" 54:"/_next/static/chunks/2ozcrjb_hh74t.js" 55:"/_next/static/chunks/1kjhudvr8aesf.js" 56:"/_next/static/chunks/1ot1rbfa0d_n4.js" 57:"/_next/static/chunks/20k3408cq3fwt.js" 58:"/_next/static/chunks/1_lo_qve3gu86.js" 59:"/_next/static/chunks/3di53f0fz7pw_.js" 5a:"/_next/static/chunks/3m1xjj5kw5fie.js" 5b:"/_next/static/chunks/0oag6lffx7d01.js" 5c:"/_next/static/chunks/082jo-0ajazgr.js" 5d:"/_next/static/chunks/0-a64pg0hn7g7.js" 5e:"/_next/static/chunks/09nq57stwzkgf.js" 5f:"/_next/static/chunks/253gnmj0-cj17.js" 60:"/_next/static/chunks/3k2gyg36fnag_.js" 61:"/_next/static/chunks/0so1i35v7xcta.js" 62:"/_next/static/chunks/0i3-eynrkvqi7.js" 63:"/_next/static/chunks/0o80ztgn9c32o.js" 64:"/_next/static/chunks/2ef57x_ulp7g8.js" 65:"/_next/static/chunks/40mq7ggq-ozo4.js" 66:"/_next/static/chunks/1tn-0fivsxsv1.js" 67:"/_next/static/chunks/0hlb44ca7-4a2.js" 68:"/_next/static/chunks/3w3w0o8onfo6c.js" 69:"/_next/static/chunks/1k6nz21j59212.js" 6a:"/_next/static/chunks/0vq-rot4_1_4v.js" 6b:"/_next/static/chunks/2k8pepwc4pxns.js" 6c:"/_next/static/chunks/3tkuay-4u7wpt.js" 6d:"/_next/static/chunks/18ggtgz2yf759.js" 6e:"/_next/static/chunks/249z4re91ru3g.js" 6f:"/_next/static/chunks/20329i6m_04t6.js" 70:I[593304,["$2d","$2e","$2f","$30","$31","$32","$46","$47","$48","$49","$4a","$4b","$4c","$4d","$4e","$4f","$50","$51","$52","$53","$54","$55","$56","$57","$58","$59","$5a","$5b","$5c","$5d","$5e","$5f","$60","$61","$62","$63","$64","$65","$66","$67","$68","$69","$6a","$6b","$6c","$6d","$6e","$6f"],"OwnedHydration"] 71:T479,The **IS-A relationship** is the semantic foundation of inheritance. When we say "class B IS-A class A," we're making a profound claim: *every instance of B can be treated as an instance of A in all contexts where A is expected*. This isn't about syntax—it's about **behavioral substitutability**. The IS-A relationship implies that a subclass is a specialized variant of its superclass, sharing not just method signatures but behavioral contracts. **The Substitution Principle:** At its core, IS-A is about substitution. If Dog IS-A Animal, then anywhere our code expects an Animal, we should be able to provide a Dog—and the code should work correctly. This is the essence of the **Liskov Substitution Principle (LSP)**, which formalizes what IS-A means behaviorally: > *Let φ(x) be a property provable about objects x of type T. Then φ(y) should be true for objects y of type S where S is a subtype of T.* In plain language: if your code works with the base type, it must work identically with any subtype. Breaking this contract means your IS-A relationship is a lie—the subclass isn't truly a specialized version of the parent.72:T48c,// The type system enforces structural IS-A class Animal { public void breathe() { /* ... */ } public void move() { /* ... */ } } class Dog extends Animal { // Dog IS-A Animal: has breathe() and move() automatically @Override public void move() { // Specialized movement behavior System.out.println("Dog runs on four legs"); } public void bark() { // Dog-specific behavior System.out.println("Woof!"); } } // The type system allows this substitution Animal myPet = new Dog(); // ✅ Dog IS-A Animal myPet.breathe(); // ✅ Works—inherited from Animal myPet.move(); // ✅ Works—calls Dog's overridden version // Type system prevents invalid operations // myPet.bark(); // ❌ Compile error: Animal has no bark() // But the type system CANNOT verify behavioral contracts class ConfusedDog extends Animal { @Override public void move() { // This compiles but violates the behavioral contract! throw new UnsupportedOperationException("This dog doesn't move"); } } // The compiler allows this, but it breaks substitutability73:T48b,Understanding when IS-A is appropriate helps avoid inappropriate inheritance. Here are the scenarios where IS-A genuinely applies: **1. True Type Specialization** When the subclass is genuinely a more specific classification of the parent: - `SavingsAccount` IS-A `BankAccount` — a specialized type with additional interest rules - `PdfDocument` IS-A `Document` — a specialized document format - `ElectricVehicle` IS-A `Vehicle` — a vehicle with a different propulsion mechanism **2. Framework Extension Points** When a framework provides abstract types designed for extension: - `MyController` IS-A `BaseController` — extending framework's controller contract - `CustomWidget` IS-A `Widget` — extending UI framework's component model - `MyException` IS-A `RuntimeException` — extending the exception hierarchy **3. Shared Behavioral Contracts** When multiple types genuinely share a common behavioral identity: - All `Shape` subclasses genuinely are shapes with area and perimeter - All `Employee` subclasses genuinely are employees with salaries and departments - All `Stream` implementations genuinely are streams with read/write semantics74:T860,// Base type: all orders share these characteristics public abstract class Order { protected final String orderId; protected final String instrument; protected final int quantity; protected final Instant timestamp; protected OrderStatus status; public abstract void validate() throws ValidationException; public abstract ExecutionResult execute(MarketContext context); public void cancel() { if (status == OrderStatus.PENDING) { status = OrderStatus.CANCELLED; } } // All orders can be converted to audit records public AuditRecord toAuditRecord() { return new AuditRecord(orderId, timestamp, status); } } // MarketOrder IS-A Order: executes immediately at market price public class MarketOrder extends Order { @Override public void validate() { // Market orders just need quantity and instrument if (quantity <= 0) throw new ValidationException("Invalid quantity"); } @Override public ExecutionResult execute(MarketContext context) { BigDecimal price = context.getCurrentPrice(instrument); return ExecutionResult.filled(orderId, price, quantity); } } // LimitOrder IS-A Order: executes only at specified price or better public class LimitOrder extends Order { private final BigDecimal limitPrice; @Override public void validate() { if (quantity <= 0) throw new ValidationException("Invalid quantity"); if (limitPrice.compareTo(BigDecimal.ZERO) <= 0) { throw new ValidationException("Invalid limit price"); } } @Override public ExecutionResult execute(MarketContext context) { BigDecimal currentPrice = context.getCurrentPrice(instrument); if (currentPrice.compareTo(limitPrice) <= 0) { return ExecutionResult.filled(orderId, currentPrice, quantity); } return ExecutionResult.pending(orderId); } } // StopOrder IS-A Order: triggers at specified price public class StopOrder extends Order { private final BigDecimal stopPrice; // ... similar pattern }75:T495,Even when IS-A is valid, inheritance comes with costs—what we might call the **"inheritance tax."** Understanding these costs helps you make informed decisions about whether the benefits outweigh the tradeoffs. **Cost 1: Tight Coupling** When B extends A, B is tightly coupled to A's implementation. Changes to A ripple to all subclasses: - Adding abstract methods in A forces changes in all subclasses - Changing method signatures breaks all overriding subclasses - Internal refactoring of A can accidentally break subclasses that depend on internal behavior **Cost 2: Frozen Structure** Inheritance relationships are compile-time decisions. Once Dog extends Animal: - A Dog instance cannot "become" something else at runtime - The hierarchy is fixed in the class definition - You can't change the inheritance relationship conditionally **Cost 3: Fragile Base Class** Parent classes that were never designed for extension can break when extended: - Internal assumptions about method call order may not hold in subclasses - Methods meant to be internal might be overridden unexpectedly - Self-use patterns (where one method calls another) create hidden contracts45:["$","$L70",null,{"owner":"anonymous","state":{"mutations":[],"queries":[{"dehydratedAt":1792196630036,"state":{"data":{"json":{"archivedAt":null,"id":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","slug":"lld-system-design","title":"Low-Level System Design","description":"Master low-level design and object-oriented design across 37 chapters and 1003+ pages.","image":null,"color":"#0EA5E9","keyTopics":["Object-oriented design","SOLID principles","Design patterns","API and persistence design","Concurrency fundamentals","Clean architecture","Testing and maintainability","LLD interview preparation"],"estimatedHours":167,"problemCount":0,"visualizerCount":0,"quizCount":0,"learningCount":1003,"difficulty":"INTERMEDIATE","idealFor":["Software developers","Backend and full-stack engineers","Interview candidates","Engineers improving design skills"],"prerequisites":["Basic programming and OOP concepts","Comfort with classes and interfaces","Familiarity with one OOP language"],"skillsGained":["Domain modeling","Class and API design","Applying SOLID effectively","Pattern selection and trade-offs","Concurrency-safe design","Maintainable code architecture"],"outcomes":["Design extensible object models","Build maintainable service components","Choose appropriate design patterns","Improve code quality and testability","Perform strongly in LLD interviews"],"overview":"This LLD learning path develops practical software design skills from object modeling to production-ready architecture decisions.\n\n**What you'll learn:**\n• OOP and UML fundamentals\n• SOLID and essential design principles\n• Creational, structural, and behavioral patterns\n• API, persistence, and caching design\n• Concurrency and resource management\n• End-to-end LLD case studies","createdAt":"2026-10-15T17:47:45.111Z","updatedAt":"2026-10-15T17:54:18.881Z","modules":[{"id":"seed_da74e17c73d4bdef48e2ebe0d48b75eb","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"What Is Lld","order":1,"contentType":"LEARNING","contentSlug":"what-is-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_778934f0d6849d48df17c1ad6c07e72b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Lld Vs Hld","order":2,"contentType":"LEARNING","contentSlug":"lld-vs-hld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_95e3d95deccee4b3e3b64cac2d19f2d5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Why Lld Matters","order":3,"contentType":"LEARNING","contentSlug":"why-lld-matters","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_094de77501d4b53e2f6f06692188724f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Lld Mindset Thinking In Components","order":4,"contentType":"LEARNING","contentSlug":"lld-mindset-thinking-in-components","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_189f4cfae259fa06e7ded9a2582c6d2c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Lld In Interviews Vs Real World","order":5,"contentType":"LEARNING","contentSlug":"lld-in-interviews-vs-real-world","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_6c846f026ab6f60428f58578dd8553a8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Prerequisites And Learning Path","order":6,"contentType":"LEARNING","contentSlug":"lld-prerequisites-and-learning-path","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_5f10ed873dedc742abcfabbe08d367b5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"From Procedural To Oo","order":1,"contentType":"LEARNING","contentSlug":"from-procedural-to-oo","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_46639e27cdc7109390b7ce754380d88b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Identifying Objects In Problem Statements","order":2,"contentType":"LEARNING","contentSlug":"identifying-objects-in-problem-statements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_9f5576f9b0d9e2b47c9b5dfc34604ecf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Entities Attributes Behaviors","order":3,"contentType":"LEARNING","contentSlug":"entities-attributes-behaviors","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_eb81cacfbd69c4cbc7654161a604b12e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Relationships Between Objects","order":4,"contentType":"LEARNING","contentSlug":"relationships-between-objects","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_636bd1ad92e89db9396cd1b368eb868f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"State And Behavior Modeling","order":5,"contentType":"LEARNING","contentSlug":"state-and-behavior-modeling","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_36d3d57efb9dffdd64a847a234304e2d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Real World To Code Translation","order":6,"contentType":"LEARNING","contentSlug":"real-world-to-code-translation","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_dc7beec34ee4458aee0b87574abf46d1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Why We Need Design Diagrams","order":1,"contentType":"LEARNING","contentSlug":"why-we-need-design-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_a1542f810360eee6eefbd9bffc15b3ed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Uml Overview","order":2,"contentType":"LEARNING","contentSlug":"uml-overview","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_283778a4a6c84cfa10aca570c814a281","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Class Diagrams","order":3,"contentType":"LEARNING","contentSlug":"class-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_9c69001e4a0889eaee6f2ba756e288de","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Relationships In Diagrams","order":4,"contentType":"LEARNING","contentSlug":"uml-relationships","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_95e6369d513b75eab5ea405d4fdb618f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Sequence Diagrams Behavior Over Time","order":5,"contentType":"LEARNING","contentSlug":"sequence-diagrams-behavior-over-time","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_0ed28be5ecf1baf9f05d40bac9932ca7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Use Case Diagrams","order":6,"contentType":"LEARNING","contentSlug":"use-case-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_bf1cae02bf90d7885655b40d7756bb7a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Activity State Diagrams","order":7,"contentType":"LEARNING","contentSlug":"activity-state-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_27be8950e0a7ca2b55e789d017759008","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"When To Use Which Diagram","order":8,"contentType":"LEARNING","contentSlug":"when-to-use-which-diagram","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_166823daca2d18635c97caefb96c2e41","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"What Is Class What Is Object","order":1,"contentType":"LEARNING","contentSlug":"what-is-class-what-is-object","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_322634ed40774e4a77015e0433179d06","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Attributes And Methods","order":2,"contentType":"LEARNING","contentSlug":"attributes-and-methods","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_f6705dbb6228a71e08a4ad4187941ec9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Constructors And Object Lifecycle","order":3,"contentType":"LEARNING","contentSlug":"constructors-and-object-lifecycle","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z"},{"id":"seed_6b800f95d9a444455534fee651269739","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Access Modifiers Visibility","order":4,"contentType":"LEARNING","contentSlug":"access-modifiers-visibility","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_dcaea37542bb34f9c16f4c110d57ffb4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Static Vs Instance Members","order":5,"contentType":"LEARNING","contentSlug":"static-vs-instance-members","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_a3e5332d704341d5c3a9fb945a5378f6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Object Identity Equality Hashing","order":6,"contentType":"LEARNING","contentSlug":"object-identity-equality-hashing","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_474d8467f9840e66de7ddcae3dad112d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Designing Clean Classes","order":7,"contentType":"LEARNING","contentSlug":"designing-clean-classes","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_bb27ea6e1969ed891d9e206258f88ad8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"What Is Encapsulation","order":1,"contentType":"LEARNING","contentSlug":"what-is-encapsulation","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_9b27cac6c031352578845b4bc3bbef84","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Data Hiding Principles","order":2,"contentType":"LEARNING","contentSlug":"data-hiding-principles","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_6a3cd03202849aa2f73df3c833338375","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Getters And Setters When And Why","order":3,"contentType":"LEARNING","contentSlug":"getters-and-setters-when-and-why","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_6c546cfca78f519dd607364bc8c14bf0","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Immutable Objects","order":4,"contentType":"LEARNING","contentSlug":"immutable-objects","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_34de1762027e2db0acb12ca78bb5c2cc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Defensive Copying","order":5,"contentType":"LEARNING","contentSlug":"defensive-copying","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_60b4909c83f766a2dbf0c4dd01ad31bc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Encapsulation In Practice","order":6,"contentType":"LEARNING","contentSlug":"encapsulation-in-practice","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_47dc919f28df10d59a5d56f472412545","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"What Is Inheritance","order":1,"contentType":"LEARNING","contentSlug":"what-is-inheritance","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_79f6c0639dbfeb8400a38ce23f02a799","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Is A Relationship","order":2,"contentType":"LEARNING","contentSlug":"is-a-relationship","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_a2d0a67913ddadcd3ad88d6d6c36eab5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Method Overriding","order":3,"contentType":"LEARNING","contentSlug":"method-overriding","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_d85594dc748eccdbea4005e2f40df194","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Super Keyword Chain Calls","order":4,"contentType":"LEARNING","contentSlug":"super-keyword-chain-calls","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_97468a185509f26eb4d956c2798f1bf1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Inheritance Hierarchies Design","order":5,"contentType":"LEARNING","contentSlug":"inheritance-hierarchies-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_9bdca43d2315b271e35a2ef8e395b55d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"When Inheritance Goes Wrong","order":6,"contentType":"LEARNING","contentSlug":"when-inheritance-goes-wrong","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_b7cd866ae2fc8c3008e94a6da4e735c5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Abstract Classes","order":7,"contentType":"LEARNING","contentSlug":"abstract-classes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_4e626fb84a410929e4cb3ed05baaad0a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"What Is Polymorphism","order":1,"contentType":"LEARNING","contentSlug":"what-is-polymorphism","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_dedd248652f91e3dcb7f27d95d7a5e7f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Compile Time Vs Runtime Polymorphism","order":2,"contentType":"LEARNING","contentSlug":"compile-time-vs-runtime-polymorphism","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_a3ed79c43d060af220f5074a8150a9e1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Method Overloading","order":3,"contentType":"LEARNING","contentSlug":"method-overloading","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_da3d93f57df0f222a390ae11845b960f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Method Overriding Revisited","order":4,"contentType":"LEARNING","contentSlug":"method-overriding-revisited","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_71f77ac4a1f0c804e293fb081918cf02","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Polymorphism Through Interfaces","order":5,"contentType":"LEARNING","contentSlug":"polymorphism-through-interfaces","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_168e03dd8b559d363713e2851dd8c0eb","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Programming To Interfaces","order":6,"contentType":"LEARNING","contentSlug":"programming-to-interfaces","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_07ce71b316ac60e58a6c1e713d498fc9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Polymorphism Patterns Practice","order":7,"contentType":"LEARNING","contentSlug":"polymorphism-patterns-practice","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z"},{"id":"seed_ab5f84de0eac1b05fd85268689f30bcc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"What Is Abstraction","order":1,"contentType":"LEARNING","contentSlug":"what-is-abstraction","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.191Z"},{"id":"seed_5fb5b497f96b7fbc6bb53b64300a0ea6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Abstract Classes Vs Interfaces","order":2,"contentType":"LEARNING","contentSlug":"abstract-classes-vs-interfaces","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.191Z"},{"id":"seed_9262b09d5fb81fcb4b3f9fb7553ebfd1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Designing For Abstraction","order":3,"contentType":"LEARNING","contentSlug":"designing-for-abstraction","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_49c0f381a40c7f1881a5c8eaefe09fe1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Abstraction Levels In System Design","order":4,"contentType":"LEARNING","contentSlug":"abstraction-levels-in-system-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_ca93cf0151c8626319950a591901b385","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"The Cost Of Wrong Abstractions","order":5,"contentType":"LEARNING","contentSlug":"cost-of-wrong-abstractions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_b06442dfc12620e36515fae550b9e224","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Refactoring Toward Better Abstractions","order":6,"contentType":"LEARNING","contentSlug":"refactoring-toward-better-abstractions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_2a008b9deb6fece573c136f5bf4bc3f4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Revisiting Inheritance Problems","order":1,"contentType":"LEARNING","contentSlug":"revisiting-inheritance-problems","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_a4250aceb61207a618622e21034646ed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"What Is Composition","order":2,"contentType":"LEARNING","contentSlug":"what-is-composition","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_78c3a03818aca688523d67eda9903eee","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Has A Vs Is A Relationships","order":3,"contentType":"LEARNING","contentSlug":"has-a-vs-is-a-relationships","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_eff66edfca8ce63a1493cbe8b5ecdfe4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Favor Composition Over Inheritance","order":4,"contentType":"LEARNING","contentSlug":"favor-composition-over-inheritance","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_e4e090e2eadc2591c0fbed46b19d00de","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Delegation Pattern","order":5,"contentType":"LEARNING","contentSlug":"delegation-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_9b2362b64a55d7fae18d22fe9ad7b405","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"When To Use Inheritance Vs Composition","order":6,"contentType":"LEARNING","contentSlug":"when-to-use-inheritance-vs-composition","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_157e6272dfce32e59c5c821cdb1412f3","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Refactoring From Inheritance To Composition","order":7,"contentType":"LEARNING","contentSlug":"refactoring-from-inheritance-to-composition","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_642acb350127ba73e8e2b2c93d70d8d6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"What Is Srp","order":1,"contentType":"LEARNING","contentSlug":"what-is-srp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_da8bfe459585ccdf2374cb7147c5c1b8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Defining Responsibility","order":2,"contentType":"LEARNING","contentSlug":"defining-responsibility","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_9d0b3831054181d4a0c5f6f87f1bc2d9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Identifying Srp Violations","order":3,"contentType":"LEARNING","contentSlug":"identifying-srp-violations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_a9ef89f46494ff96a73afe97953cae93","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Refactoring For Srp","order":4,"contentType":"LEARNING","contentSlug":"refactoring-for-srp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_c7bedc6b619c7ee1c77f17f8e8358229","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Srp At Different Levels","order":5,"contentType":"LEARNING","contentSlug":"srp-at-different-levels","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_95bfe849f9ddcc6c0076426076969a2a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Common Srp Misconceptions","order":6,"contentType":"LEARNING","contentSlug":"common-srp-misconceptions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_9415ae0a8779278d688db261c1c4109a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"What Is Ocp","order":1,"contentType":"LEARNING","contentSlug":"what-is-ocp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_a4b65bfd658b5c0a8f6f383f078a35c7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Open For Extension Closed For Modification","order":2,"contentType":"LEARNING","contentSlug":"open-for-extension-closed-for-modification","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_6dfa6d220a95a3b79a8e085ba1cf24b2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Achieving Ocp Through Abstraction","order":3,"contentType":"LEARNING","contentSlug":"achieving-ocp-through-abstraction","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z"},{"id":"seed_5e0af780582da8fb6ed30d16690c6d99","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Strategy Pattern And Ocp","order":4,"contentType":"LEARNING","contentSlug":"strategy-pattern-and-ocp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_3309e375d5681e638818d7c5f6231fed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Ocp Violations And Fixes","order":5,"contentType":"LEARNING","contentSlug":"ocp-violations-and-fixes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_e7c86d7eb27eb5bfd23eb4eddfa8683e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Balancing Ocp With Pragmatism","order":6,"contentType":"LEARNING","contentSlug":"balancing-ocp-with-pragmatism","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_149fbd04950a5006abe8ac5bfeed2fbf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"What Is Lsp","order":1,"contentType":"LEARNING","contentSlug":"what-is-lsp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_2c8136281afb042aff35d7238abf35ff","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Behavioral Subtyping","order":2,"contentType":"LEARNING","contentSlug":"behavioral-subtyping","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_12a824f2010a2a39bea1f374b86f4de7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"The Rectangle Square Problem","order":3,"contentType":"LEARNING","contentSlug":"rectangle-square-problem","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_9c00729cf37512df24e500dbb9d6663d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Preconditions And Postconditions","order":4,"contentType":"LEARNING","contentSlug":"preconditions-and-postconditions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_5ecf1145636cf4fbb2c6ae6bebfd2878","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Invariants In Inheritance","order":5,"contentType":"LEARNING","contentSlug":"invariants-in-inheritance","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_6b3aebf3a5f882aa99b028482211c61b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Detecting And Fixing Lsp Violations","order":6,"contentType":"LEARNING","contentSlug":"detecting-fixing-lsp-violations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_2fdc2944580b8c7d569cc44342d8470c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"What Is Isp","order":1,"contentType":"LEARNING","contentSlug":"what-is-isp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_5ce00075edb0ab3defffddf46d6b83d8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Fat Interfaces Problem","order":2,"contentType":"LEARNING","contentSlug":"fat-interfaces-problem","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_4e9482fc4232955821e2ffebbf8fc652","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Role Based Interface Design","order":3,"contentType":"LEARNING","contentSlug":"role-based-interface-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_6a26e140e0dac95832618bc3f197b70d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Splitting Interfaces","order":4,"contentType":"LEARNING","contentSlug":"splitting-interfaces","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_0a8f7dd84dda2f1f32ddab2ab64e8f2e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Isp And Dependency Management","order":5,"contentType":"LEARNING","contentSlug":"isp-and-dependency-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_49a97270cce660bfa68f89286e3dd5c7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Isp In Practice","order":6,"contentType":"LEARNING","contentSlug":"isp-in-practice","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_1791bf72fa3546f779c23c8b748a2a5b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"What Is Dip","order":1,"contentType":"LEARNING","contentSlug":"what-is-dip","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_83a41e4dbe3bbc0a7484e67d8fe7d562","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"High Level Vs Low Level Modules","order":2,"contentType":"LEARNING","contentSlug":"high-level-vs-low-level-modules","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_addfd929a8fe03e0f40a6413d91f14d8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Depending On Abstractions","order":3,"contentType":"LEARNING","contentSlug":"depending-on-abstractions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_4f2678d8fb5cdba2b0bf1d17e8b49216","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Dependency Injection Fundamentals","order":4,"contentType":"LEARNING","contentSlug":"dependency-injection-fundamentals","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_1ec0a952980acc719a9d85ab4798d269","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Inversion Of Control Containers","order":5,"contentType":"LEARNING","contentSlug":"ioc-containers","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_0e3cb60181dfd928c3ad79f460f06aa9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Dip And Testability","order":6,"contentType":"LEARNING","contentSlug":"dip-and-testability","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_fc6a2358552f049549aef09b51569132","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Dry Dont Repeat Yourself","order":1,"contentType":"LEARNING","contentSlug":"dry-dont-repeat-yourself","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_0fb562d83598a8ccf83a92665e3ce628","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Kiss Keep It Simple Stupid","order":2,"contentType":"LEARNING","contentSlug":"kiss-keep-it-simple-stupid","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_7179a314876d1b8bdc6d2a8bc3a8b4fc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Yagni You Arent Gonna Need It","order":3,"contentType":"LEARNING","contentSlug":"yagni-you-arent-gonna-need-it","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z"},{"id":"seed_61e01fef0c5b40af0f16e4759311708f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Law Of Demeter","order":4,"contentType":"LEARNING","contentSlug":"law-of-demeter","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_49e45ac569851fb42757e87f165a6e0f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Principle Of Least Astonishment","order":5,"contentType":"LEARNING","contentSlug":"principle-of-least-astonishment","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_4a6d82ed9d562c676090d9d490367c24","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Tell Dont Ask","order":6,"contentType":"LEARNING","contentSlug":"tell-dont-ask","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_76a369e882aff43b6ee5286a37fe7c7e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Separation Of Concerns","order":7,"contentType":"LEARNING","contentSlug":"separation-of-concerns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_631c145a428b60d482acab7a6b0428ac","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Cohesion And Coupling","order":8,"contentType":"LEARNING","contentSlug":"cohesion-and-coupling","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_4b06b453f50a1fc71e389588b1305e52","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"What Are Design Patterns","order":1,"contentType":"LEARNING","contentSlug":"what-are-design-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_67b6c8f2ab71b1e3120bfa635ffd01bf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"History And Origins Gang Of Four","order":2,"contentType":"LEARNING","contentSlug":"history-and-origins","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_3bca43a94769033672a65403ad0fafa6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"Pattern Categories","order":3,"contentType":"LEARNING","contentSlug":"pattern-categories","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_cd7b5b3149710a382b2113e8e30a906b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"When To Use Patterns","order":4,"contentType":"LEARNING","contentSlug":"when-to-use-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_8625d8f0e7e688a575e0ab49b100d4b9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"Anti Patterns And Pattern Abuse","order":5,"contentType":"LEARNING","contentSlug":"anti-patterns-and-pattern-abuse","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_465d789c1fd1b3e7766da17d8ae20d38","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"Pattern Selection Framework","order":6,"contentType":"LEARNING","contentSlug":"pattern-selection-framework","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_31521a6ae118679015299be83d3f305f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Factory Method Pattern","order":1,"contentType":"LEARNING","contentSlug":"factory-method","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_37c63790d3dcf4acbbf94624f01f1769","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Abstract Factory Pattern","order":2,"contentType":"LEARNING","contentSlug":"abstract-factory-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_2584dcd2d5c64dbc9b90c3f0febd2438","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Builder Pattern","order":3,"contentType":"LEARNING","contentSlug":"builder-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_d67bdb86430e087e0fba938024585543","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Prototype Pattern","order":4,"contentType":"LEARNING","contentSlug":"prototype-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_fcbc07e84e14f4b9ed6263b23222c5e0","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Singleton Pattern","order":5,"contentType":"LEARNING","contentSlug":"singleton-pattern","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_c87eef2744d8a3b1951da6085714e871","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Object Pool Pattern","order":6,"contentType":"LEARNING","contentSlug":"object-pool-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_c9cd7c486f9a697a5ec9f274ee3829bc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Choosing The Right Creational Pattern","order":7,"contentType":"LEARNING","contentSlug":"choosing-the-right-creational-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_fc2ea3142f1aa3442a0fe3473b57d54c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Adapter Pattern","order":1,"contentType":"LEARNING","contentSlug":"adapter-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_a94f2581c470338713bb59bfb1d73ee5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Bridge Pattern","order":2,"contentType":"LEARNING","contentSlug":"bridge-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_ee8cab08395ba4f631c403c8c7e1fe66","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Composite Pattern","order":3,"contentType":"LEARNING","contentSlug":"composite-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_2083bb0709af82face089b7a29c89c31","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Decorator Pattern","order":4,"contentType":"LEARNING","contentSlug":"decorator-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z"},{"id":"seed_ecfa3243624bcfe46a56d43f425c94dc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Facade Pattern","order":5,"contentType":"LEARNING","contentSlug":"facade-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_c6f8d1fdcf8e6e9875be363a9ea388d4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Flyweight Pattern","order":6,"contentType":"LEARNING","contentSlug":"flyweight-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_f9a059902a7c8164f5094b68a19b7774","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Proxy Pattern","order":7,"contentType":"LEARNING","contentSlug":"proxy-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_b301d5919f0a5067a0776f4f94d1874d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Choosing Structural Pattern","order":8,"contentType":"LEARNING","contentSlug":"choosing-structural-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_70632263cf973b25e4fde8517ca67c71","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Strategy Pattern","order":1,"contentType":"LEARNING","contentSlug":"strategy-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_646cb1710a949e774ecd419bc7853aed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Observer Pattern","order":2,"contentType":"LEARNING","contentSlug":"observer-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_dc4f30fe1564a0e10ec0fb62f640ac65","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Command Pattern","order":3,"contentType":"LEARNING","contentSlug":"command-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_75df3a4559b3bd3f5f249edc874f6206","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"State Pattern","order":4,"contentType":"LEARNING","contentSlug":"state-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_75cc9337a9b812b9e549e2d263319fc2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Template Method Pattern","order":5,"contentType":"LEARNING","contentSlug":"template-method-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_e3678090f7b3725a84789e969173868b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Iterator Pattern","order":6,"contentType":"LEARNING","contentSlug":"iterator-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_be8abee8a52cd2646b4092c8cee67783","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Chain Of Responsibility Pattern","order":1,"contentType":"LEARNING","contentSlug":"chain-of-responsibility-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_9bc98cba340e6bd3c283cb2c5350626c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Mediator Pattern","order":2,"contentType":"LEARNING","contentSlug":"mediator-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_fce610c28bd52a824515914ba0e3b716","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Memento Pattern","order":3,"contentType":"LEARNING","contentSlug":"memento-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_d4666190c22b4bd8547cd01477c43183","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Visitor Pattern","order":4,"contentType":"LEARNING","contentSlug":"visitor-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_12d0863cd076b537b01eea9a7a9487e4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Interpreter Pattern","order":5,"contentType":"LEARNING","contentSlug":"interpreter-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_ae2380472c4e2f698a7e70c46cad2a7c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Null Object Pattern","order":6,"contentType":"LEARNING","contentSlug":"null-object-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_494dbe0016c35cd34196f1246971049f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Choosing Behavioral Pattern","order":7,"contentType":"LEARNING","contentSlug":"choosing-behavioral-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_b514626cfb1a543278fe504ad0fa7d7c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Dependency Injection Revisited","order":1,"contentType":"LEARNING","contentSlug":"dependency-injection-revisited","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_9a1e614f6d9d85a73165cd9b03f8836d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Constructor Injection","order":2,"contentType":"LEARNING","contentSlug":"constructor-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_98151bb4f7025da1c313c7b6d19dea45","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Setter Injection","order":3,"contentType":"LEARNING","contentSlug":"setter-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_04231ad363d038112c54c0f119c05a46","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Interface Injection","order":4,"contentType":"LEARNING","contentSlug":"interface-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_19d079c1f928d92606c1751a1562a53a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Service Locator Vs Dependency Injection","order":5,"contentType":"LEARNING","contentSlug":"service-locator-vs-dependency-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z"},{"id":"seed_c3dd4b4411e2db18ab1743670a962a05","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Ioc Container Deep Dive","order":6,"contentType":"LEARNING","contentSlug":"ioc-container-deep-dive","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_7ced201633a0e7cef8e78096bfe4ac79","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Lifetime Management","order":7,"contentType":"LEARNING","contentSlug":"lifetime-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_82f189a2b188e10512b5e94ee82e4ca5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Di Anti Patterns And Best Practices","order":8,"contentType":"LEARNING","contentSlug":"di-anti-patterns-and-best-practices","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_8cf35d216a3dbd388c9ef97ee2b7c846","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Why Concurrency Matters","order":1,"contentType":"LEARNING","contentSlug":"why-concurrency-matters","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_d1423b163211de48afa68240946de736","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Threads And Processes","order":2,"contentType":"LEARNING","contentSlug":"threads-and-processes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_61cc9efb445be26d5fabe36bcd3e40b6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Thread Safety","order":3,"contentType":"LEARNING","contentSlug":"thread-safety","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_27aa7f16765859c9226c842360339c73","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Synchronization Primitives","order":4,"contentType":"LEARNING","contentSlug":"synchronization-primitives","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_d22f93b8277eb4c8b5330e74a2de02b0","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Deadlocks And Prevention","order":5,"contentType":"LEARNING","contentSlug":"deadlocks-and-prevention","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_c35af1bd0829845a161c5c5cb6bd3e11","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Atomic Operations","order":6,"contentType":"LEARNING","contentSlug":"atomic-operations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_37ea72e10a41e6b6aa877126af078a04","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Producer Consumer Pattern","order":1,"contentType":"LEARNING","contentSlug":"producer-consumer-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_64280f44c445925c5fc9b746d05d71e8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Thread Pool Pattern","order":2,"contentType":"LEARNING","contentSlug":"thread-pool-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_185a4364516655a64d39728fdcd18385","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Read Write Lock Pattern","order":3,"contentType":"LEARNING","contentSlug":"read-write-lock-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_82c2701d283cc74f9716a92777746e49","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Future Promise Pattern","order":4,"contentType":"LEARNING","contentSlug":"future-promise-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_ac1a1c58001d5fc8b2ed7e84bd276221","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Double Checked Locking","order":5,"contentType":"LEARNING","contentSlug":"double-checked-locking","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_8173ee638491556066a373ae80c7d07a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Immutable Objects For Concurrency","order":6,"contentType":"LEARNING","contentSlug":"immutable-objects-for-concurrency","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_70367bbd38860adf1d607c3e50d5904d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Active Object Pattern","order":7,"contentType":"LEARNING","contentSlug":"active-object-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_2bd3cfba0e7efdc56d467d2d99c2c422","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Introduction To Ddd","order":1,"contentType":"LEARNING","contentSlug":"introduction-to-ddd","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_22433df8915d434869882c61cb90adaa","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Entities","order":2,"contentType":"LEARNING","contentSlug":"entities","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_5705fb8dc1875652a4884ff128bf57f3","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Value Objects","order":3,"contentType":"LEARNING","contentSlug":"ddd-value-objects","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_46b012310328e6b9eff4307e9f45b037","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Aggregates","order":4,"contentType":"LEARNING","contentSlug":"ddd/aggregates","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z"},{"id":"seed_74503f636a680ff917bda14b7396a9ac","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Repositories","order":5,"contentType":"LEARNING","contentSlug":"ddd-repositories","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_0e4408f53c5f89c5597031c848a8cce8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Domain Events","order":6,"contentType":"LEARNING","contentSlug":"lld-domain-driven-design-domain-events","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_6d280f72b9c1345121ea5551b247b5cf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Domain Services","order":7,"contentType":"LEARNING","contentSlug":"domain-services","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_b056fdc7aaf01d3d0a66f5e54b9eb2da","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Bounded Contexts","order":8,"contentType":"LEARNING","contentSlug":"ddd-bounded-contexts","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_e969405d3072826fe3288b0faed809a6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Why Architecture Matters","order":1,"contentType":"LEARNING","contentSlug":"why-architecture-matters","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_9d88a999847f23611ddf1f33560c7b85","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Traditional Layered Architecture","order":2,"contentType":"LEARNING","contentSlug":"traditional-layered-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_87776ac6b08a2cf2dee32ce800992d94","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Hexagonal Architecture","order":3,"contentType":"LEARNING","contentSlug":"hexagonal-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_e36d409ac217efeb3bd628f702a4183b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Onion Architecture","order":4,"contentType":"LEARNING","contentSlug":"onion-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_900e5754b9841ac60ab72998bb78ec1a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Clean Architecture","order":5,"contentType":"LEARNING","contentSlug":"clean-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_47eac867e3933c50925f76a2d5126e1d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Choosing An Architecture","order":6,"contentType":"LEARNING","contentSlug":"choosing-an-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_195c934cc23a12776a5750015e53d3a4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Package Module Organization","order":7,"contentType":"LEARNING","contentSlug":"package-module-organization","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_d7bbee67563121e8eac197c6b87d4448","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"What Is A Good Api","order":1,"contentType":"LEARNING","contentSlug":"what-is-a-good-api","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_0568d519482b1bc1d4ac631c2e07601e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Method Signature Design","order":2,"contentType":"LEARNING","contentSlug":"method-signature-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_f8350b1533548ee392cba6848ef6fd41","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Error Handling In Apis","order":3,"contentType":"LEARNING","contentSlug":"error-handling-in-apis","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_591ee39701eb3dbdeb8317a46f343918","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Api Versioning","order":4,"contentType":"LEARNING","contentSlug":"lld-api-versioning","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_283d4e739aa1cad00c72f68973fa990d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Restful Api Design Principles","order":5,"contentType":"LEARNING","contentSlug":"restful-api-design-principles","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_ff0cf622c7e78232d3aff5b8627dbe15","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Dto Design","order":6,"contentType":"LEARNING","contentSlug":"dto-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_58122aff377e2df7afa4cbde77d60384","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Api Documentation","order":7,"contentType":"LEARNING","contentSlug":"lld-api-documentation","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_b4510f16e895b628bec703e1c44bb548","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Persistence Layer Responsibilities","order":1,"contentType":"LEARNING","contentSlug":"persistence-layer-responsibilities","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_dc4603e10f4c03575065d7c01f8b9e18","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Repository Pattern Deep Dive","order":2,"contentType":"LEARNING","contentSlug":"repository-pattern-deep-dive","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_87bb1cc41328a11ed417c0934effa700","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Data Access Object Dao Pattern","order":3,"contentType":"LEARNING","contentSlug":"dao-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_d8528ff184ec6d80f953cc86dff376d7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Unit Of Work Pattern","order":4,"contentType":"LEARNING","contentSlug":"unit-of-work-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z"},{"id":"seed_c98805d55ac5cb5e70498370a1223eba","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Orm Considerations","order":5,"contentType":"LEARNING","contentSlug":"orm-considerations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_0281bee3cbc4ea9b5fe9a5441b08068b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Data Modeling For Lld","order":6,"contentType":"LEARNING","contentSlug":"data-modeling-for-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_4962bf5ab4784167e4ee6f1a693379ca","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Database Transactions At Lld Level","order":7,"contentType":"LEARNING","contentSlug":"database-transactions-at-lld-level","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_bea5f9bc1d6e29035e6e8e5dbbffc261","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Why Caching Matters","order":1,"contentType":"LEARNING","contentSlug":"lld-why-caching-matters","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_10ef959e8938013bc82b751fc288c095","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Cache Patterns","order":2,"contentType":"LEARNING","contentSlug":"cache-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_0d28bdca3ae62b9f4e68fd8bcd4edb8d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Cache Design Considerations","order":3,"contentType":"LEARNING","contentSlug":"cache-design-considerations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_a424d8b598bb6cca682da8a79b89aed3","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Cache Testing And Monitoring","order":4,"contentType":"LEARNING","contentSlug":"cache-testing-and-monitoring","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_4b3cd8a6c5cc668e960c80db504cef49","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies Lld","sectionOrder":29,"title":"Cache Invalidation Strategies","order":1,"contentType":"LEARNING","contentSlug":"lld-cache-invalidation-strategies","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_49efc881b04b3a49d57201aa5dd4ea32","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies Lld","sectionOrder":29,"title":"Caching In Object Design","order":2,"contentType":"LEARNING","contentSlug":"caching-in-object-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_b82e80ae95c58d41ffe5c6870b9b59f2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Introduction To Event Driven Design","order":1,"contentType":"LEARNING","contentSlug":"introduction-to-event-driven-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_8f79c7e0b23b60ea393ad98d03690b38","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Domain Events","order":2,"contentType":"LEARNING","contentSlug":"lld-event-driven-design-domain-events","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_06bbd72d0bb249a33271106d683547fd","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Event Handlers","order":3,"contentType":"LEARNING","contentSlug":"event-handlers","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_b2e883e2e24a18967d8a348011cfee38","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Publish Subscribe Pattern","order":4,"contentType":"LEARNING","contentSlug":"publish-subscribe-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_109ac57bdeca7226070a67990d371774","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Event Sourcing Basics","order":5,"contentType":"LEARNING","contentSlug":"event-sourcing-basics","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_8d837d5960373ce745a8f934a8c7ca36","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Event Driven Integration","order":6,"contentType":"LEARNING","contentSlug":"event-driven-integration","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_ed06adfc099b4102e2b52095d918f083","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Testing Event Driven Designs","order":7,"contentType":"LEARNING","contentSlug":"testing-event-driven-designs","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_c1ad9b422bfa797c7b9e020e99593a13","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"What Is Resource Management","order":1,"contentType":"LEARNING","contentSlug":"what-is-resource-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_f5f13bebb6d4c714f5a01df235277b70","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Object Lifecycle Management","order":2,"contentType":"LEARNING","contentSlug":"object-lifecycle-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_8d20adecb3526f7ee11180a1e9c34eb1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Disposable Pattern","order":3,"contentType":"LEARNING","contentSlug":"disposable-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_cf0472cf09370350a71f37aa0aa85cd8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Connection Pooling","order":4,"contentType":"LEARNING","contentSlug":"lld-connection-pooling","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z"},{"id":"seed_b0764df0bb8da458e56a2b2294848694","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Memory Management Considerations","order":5,"contentType":"LEARNING","contentSlug":"memory-management-considerations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_f19607253ce9792bb396e69a77eed032","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Resource Acquisition Patterns","order":6,"contentType":"LEARNING","contentSlug":"resource-acquisition-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_1605a58580415b26519b63986566f30e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Testing Resource Management","order":7,"contentType":"LEARNING","contentSlug":"testing-resource-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_4f4f61713f44a4748f5dcacd7704044d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Errors Vs Exceptions","order":1,"contentType":"LEARNING","contentSlug":"errors-vs-exceptions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_f139140e44bc8284f3283f15b28c6789","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Exception Hierarchy Design","order":2,"contentType":"LEARNING","contentSlug":"exception-hierarchy-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_59376056950b4eb77ae473f68b7e84f9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Checked Vs Unchecked Exceptions","order":3,"contentType":"LEARNING","contentSlug":"checked-vs-unchecked-exceptions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_90284d6a08cbb23a1d229a429e4d2be1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Error States And Result Types","order":4,"contentType":"LEARNING","contentSlug":"error-states-and-result-types","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_1eff0831eadd7f32c8dc4eaefea7dbad","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Exception Handling Best Practices","order":5,"contentType":"LEARNING","contentSlug":"exception-handling-best-practices","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_9c292ae3f643e1f08e1ee54aa95a8e58","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Validation And Defensive Programming","order":6,"contentType":"LEARNING","contentSlug":"validation-and-defensive-programming","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_f20ac222f72ba6bea1f48655fcdfa8d2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Error Handling At Boundaries","order":7,"contentType":"LEARNING","contentSlug":"error-handling-at-boundaries","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_f7e1e7a381aa053c8ed9cf96ae771aee","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Why Testing Matters For Lld","order":1,"contentType":"LEARNING","contentSlug":"why-testing-matters-for-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_40ff9cee014cb4b748bc0a1344050c02","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Unit Testing Fundamentals","order":2,"contentType":"LEARNING","contentSlug":"unit-testing-fundamentals","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_069c54679b4961f071407080de0a8040","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Test Doubles Mocks Stubs Fakes","order":3,"contentType":"LEARNING","contentSlug":"test-doubles-mocks-stubs-fakes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_0650cdf2c09e6c2dd19ea812fa05f4b5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Mocking Dependencies","order":4,"contentType":"LEARNING","contentSlug":"mocking-dependencies","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_4b048089a091123945ef416a1705bc45","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Test Driven Development Tdd","order":5,"contentType":"LEARNING","contentSlug":"test-driven-development-tdd","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_2b456057eff2dfda7b9bb70fcf99e109","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Testing Private Methods And Internals","order":6,"contentType":"LEARNING","contentSlug":"testing-private-methods-and-internals","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_ad95c3a9dddba788da8eed039a3c9910","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Integration Testing At Lld Level","order":7,"contentType":"LEARNING","contentSlug":"integration-testing-at-lld-level","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_deff3612e1ba63663931076321b23df5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Code Coverage And Test Quality","order":8,"contentType":"LEARNING","contentSlug":"code-coverage-and-test-quality","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_1861177da832c9f94511a739d5aa211a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Logging In Lld","order":1,"contentType":"LEARNING","contentSlug":"logging-in-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_6b82f19778d58182faafc6495ed4ceec","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Observability Design","order":2,"contentType":"LEARNING","contentSlug":"observability-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z"},{"id":"seed_b57dcef5420a9f6d1d2a06a59a78bbec","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Security Patterns","order":3,"contentType":"LEARNING","contentSlug":"security-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_9fb8d235292aa1c55ffc4bf05f3f8087","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Secrets Management","order":4,"contentType":"LEARNING","contentSlug":"lld-secrets-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_97047b89732bd7130a4166bd65e49aec","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Configuration Management","order":5,"contentType":"LEARNING","contentSlug":"lld-configuration-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_c293605b7667addc3a6d06d7c0659149","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Feature Flags","order":6,"contentType":"LEARNING","contentSlug":"feature-flags","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_5d9b697b8efe24331d37db4008e5f71e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Understanding Lld Problem Statements","order":1,"contentType":"LEARNING","contentSlug":"understanding-lld-problem-statements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_558782d3e1900dffcf12c15d3cb0fa4b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Gathering Requirements","order":2,"contentType":"LEARNING","contentSlug":"gathering-requirements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_5a219cc7ca52fa64076fa1f99b67d702","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Identifying Core Entities","order":3,"contentType":"LEARNING","contentSlug":"identifying-core-entities","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_1e025dbbd91b0b0373f17ae00089dad8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Defining Relationships","order":4,"contentType":"LEARNING","contentSlug":"defining-relationships","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_4f4fe161105fd25a5d33b47a7454fbd2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Applying Design Patterns","order":5,"contentType":"LEARNING","contentSlug":"applying-design-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_cc1d1a47d75fc356a9e5ddcb53b8f1a4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Validating The Design","order":6,"contentType":"LEARNING","contentSlug":"validating-the-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_2dcaf667097c2de0587d815d4de1c9a7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Iterating And Refining","order":7,"contentType":"LEARNING","contentSlug":"iterating-and-refining","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_822e239d3c3560d84663d1090db0aba6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Parking Lot System","order":1,"contentType":"LEARNING","contentSlug":"parking-lot-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_84f756f5d53c5103e5562ab995bf1cf9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Library Management System","order":2,"contentType":"LEARNING","contentSlug":"library-management-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_641e4a13c52b22fcc8b25278fbdb826e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Elevator System","order":3,"contentType":"LEARNING","contentSlug":"elevator-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_52d436178e0c7535ce8be37bba0f8972","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Chess Game","order":4,"contentType":"LEARNING","contentSlug":"chess-game","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_850de741c37d894c0fce9b96bad6ed0f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Ride Sharing Service","order":5,"contentType":"LEARNING","contentSlug":"ride-sharing-service","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_8ee6ebe6ec8f19bb0dfba0f25657576d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Hotel Booking System","order":6,"contentType":"LEARNING","contentSlug":"hotel-booking-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z"},{"id":"seed_4259da5e2ba0b0c3cdaa93d220770d09","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"What Interviewers Look For","order":1,"contentType":"LEARNING","contentSlug":"lld-what-interviewers-look-for","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_0e8caf0f2da03d1990014db94d064783","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Time Management In Lld Interviews","order":2,"contentType":"LEARNING","contentSlug":"time-management-lld-interviews","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_c16aca79dcb218e6fa6f6169da9265ba","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Clarifying Requirements","order":3,"contentType":"LEARNING","contentSlug":"lld-clarifying-requirements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_969e788846442d00cb875e8721a1e893","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Communicating Your Design","order":4,"contentType":"LEARNING","contentSlug":"communicating-your-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_c967003be2a3233b7b309d08a0de2a04","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Handling Constraints Trade Offs","order":5,"contentType":"LEARNING","contentSlug":"handling-constraints-trade-offs","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_ddbe0c6f5048d91649789374b53ce876","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Common Lld Interview Problems","order":6,"contentType":"LEARNING","contentSlug":"common-lld-interview-problems","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_00f30fd2acf005d93c84abdf67352391","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"From Design To Code","order":7,"contentType":"LEARNING","contentSlug":"from-design-to-code","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_4d94ab5db9fb0da5746416f8f10850c9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Code Organization Structure","order":8,"contentType":"LEARNING","contentSlug":"code-organization-structure","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_e0db266c4e4e3a884790a41d83d3020b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Refactoring Toward Better Design","order":9,"contentType":"LEARNING","contentSlug":"refactoring-toward-better-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"},{"id":"seed_f268ce96bbb53953310e265b7e8ab7b9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Continuous Learning","order":10,"contentType":"LEARNING","contentSlug":"continuous-learning","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z"}],"sections":[{"title":"Chapter 1: Introduction To Lld","order":1,"modules":["$45:props:state:queries:0:state:data:json:modules:0","$45:props:state:queries:0:state:data:json:modules:1","$45:props:state:queries:0:state:data:json:modules:2","$45:props:state:queries:0:state:data:json:modules:3","$45:props:state:queries:0:state:data:json:modules:4","$45:props:state:queries:0:state:data:json:modules:5"]},{"title":"Chapter 2: Thinking In Objects","order":2,"modules":["$45:props:state:queries:0:state:data:json:modules:6","$45:props:state:queries:0:state:data:json:modules:7","$45:props:state:queries:0:state:data:json:modules:8","$45:props:state:queries:0:state:data:json:modules:9","$45:props:state:queries:0:state:data:json:modules:10","$45:props:state:queries:0:state:data:json:modules:11"]},{"title":"Chapter 3: Uml Design Representation","order":3,"modules":["$45:props:state:queries:0:state:data:json:modules:12","$45:props:state:queries:0:state:data:json:modules:13","$45:props:state:queries:0:state:data:json:modules:14","$45:props:state:queries:0:state:data:json:modules:15","$45:props:state:queries:0:state:data:json:modules:16","$45:props:state:queries:0:state:data:json:modules:17","$45:props:state:queries:0:state:data:json:modules:18","$45:props:state:queries:0:state:data:json:modules:19"]},{"title":"Chapter 4: Classes Objects The Building Blocks","order":4,"modules":["$45:props:state:queries:0:state:data:json:modules:20","$45:props:state:queries:0:state:data:json:modules:21","$45:props:state:queries:0:state:data:json:modules:22","$45:props:state:queries:0:state:data:json:modules:23","$45:props:state:queries:0:state:data:json:modules:24","$45:props:state:queries:0:state:data:json:modules:25","$45:props:state:queries:0:state:data:json:modules:26"]},{"title":"Chapter 5: Encapsulation Protecting Data Behavior","order":5,"modules":["$45:props:state:queries:0:state:data:json:modules:27","$45:props:state:queries:0:state:data:json:modules:28","$45:props:state:queries:0:state:data:json:modules:29","$45:props:state:queries:0:state:data:json:modules:30","$45:props:state:queries:0:state:data:json:modules:31","$45:props:state:queries:0:state:data:json:modules:32"]},{"title":"Chapter 6: Inheritance Reuse Hierarchies","order":6,"modules":["$45:props:state:queries:0:state:data:json:modules:33","$45:props:state:queries:0:state:data:json:modules:34","$45:props:state:queries:0:state:data:json:modules:35","$45:props:state:queries:0:state:data:json:modules:36","$45:props:state:queries:0:state:data:json:modules:37","$45:props:state:queries:0:state:data:json:modules:38","$45:props:state:queries:0:state:data:json:modules:39"]},{"title":"Chapter 7: Polymorphism Flexible Behavior","order":7,"modules":["$45:props:state:queries:0:state:data:json:modules:40","$45:props:state:queries:0:state:data:json:modules:41","$45:props:state:queries:0:state:data:json:modules:42","$45:props:state:queries:0:state:data:json:modules:43","$45:props:state:queries:0:state:data:json:modules:44","$45:props:state:queries:0:state:data:json:modules:45","$45:props:state:queries:0:state:data:json:modules:46"]},{"title":"Chapter 8: Abstraction Managing Complexity","order":8,"modules":["$45:props:state:queries:0:state:data:json:modules:47","$45:props:state:queries:0:state:data:json:modules:48","$45:props:state:queries:0:state:data:json:modules:49","$45:props:state:queries:0:state:data:json:modules:50","$45:props:state:queries:0:state:data:json:modules:51","$45:props:state:queries:0:state:data:json:modules:52"]},{"title":"Chapter 9: Composition Vs Inheritance","order":9,"modules":["$45:props:state:queries:0:state:data:json:modules:53","$45:props:state:queries:0:state:data:json:modules:54","$45:props:state:queries:0:state:data:json:modules:55","$45:props:state:queries:0:state:data:json:modules:56","$45:props:state:queries:0:state:data:json:modules:57","$45:props:state:queries:0:state:data:json:modules:58","$45:props:state:queries:0:state:data:json:modules:59"]},{"title":"Chapter 10: Single Responsibility Principle","order":10,"modules":["$45:props:state:queries:0:state:data:json:modules:60","$45:props:state:queries:0:state:data:json:modules:61","$45:props:state:queries:0:state:data:json:modules:62","$45:props:state:queries:0:state:data:json:modules:63","$45:props:state:queries:0:state:data:json:modules:64","$45:props:state:queries:0:state:data:json:modules:65"]},{"title":"Chapter 11: Open Closed Principle","order":11,"modules":["$45:props:state:queries:0:state:data:json:modules:66","$45:props:state:queries:0:state:data:json:modules:67","$45:props:state:queries:0:state:data:json:modules:68","$45:props:state:queries:0:state:data:json:modules:69","$45:props:state:queries:0:state:data:json:modules:70","$45:props:state:queries:0:state:data:json:modules:71"]},{"title":"Chapter 12: Liskov Substitution Principle","order":12,"modules":["$45:props:state:queries:0:state:data:json:modules:72","$45:props:state:queries:0:state:data:json:modules:73","$45:props:state:queries:0:state:data:json:modules:74","$45:props:state:queries:0:state:data:json:modules:75","$45:props:state:queries:0:state:data:json:modules:76","$45:props:state:queries:0:state:data:json:modules:77"]},{"title":"Chapter 13: Interface Segregation Principle","order":13,"modules":["$45:props:state:queries:0:state:data:json:modules:78","$45:props:state:queries:0:state:data:json:modules:79","$45:props:state:queries:0:state:data:json:modules:80","$45:props:state:queries:0:state:data:json:modules:81","$45:props:state:queries:0:state:data:json:modules:82","$45:props:state:queries:0:state:data:json:modules:83"]},{"title":"Chapter 14: Dependency Inversion Principle","order":14,"modules":["$45:props:state:queries:0:state:data:json:modules:84","$45:props:state:queries:0:state:data:json:modules:85","$45:props:state:queries:0:state:data:json:modules:86","$45:props:state:queries:0:state:data:json:modules:87","$45:props:state:queries:0:state:data:json:modules:88","$45:props:state:queries:0:state:data:json:modules:89"]},{"title":"Chapter 15: Other Essential Design Principles","order":15,"modules":["$45:props:state:queries:0:state:data:json:modules:90","$45:props:state:queries:0:state:data:json:modules:91","$45:props:state:queries:0:state:data:json:modules:92","$45:props:state:queries:0:state:data:json:modules:93","$45:props:state:queries:0:state:data:json:modules:94","$45:props:state:queries:0:state:data:json:modules:95","$45:props:state:queries:0:state:data:json:modules:96","$45:props:state:queries:0:state:data:json:modules:97"]},{"title":"Chapter 16: Introduction To Design Patterns","order":16,"modules":["$45:props:state:queries:0:state:data:json:modules:98","$45:props:state:queries:0:state:data:json:modules:99","$45:props:state:queries:0:state:data:json:modules:100","$45:props:state:queries:0:state:data:json:modules:101","$45:props:state:queries:0:state:data:json:modules:102","$45:props:state:queries:0:state:data:json:modules:103"]},{"title":"Chapter 17: Creational Patterns","order":17,"modules":["$45:props:state:queries:0:state:data:json:modules:104","$45:props:state:queries:0:state:data:json:modules:105","$45:props:state:queries:0:state:data:json:modules:106","$45:props:state:queries:0:state:data:json:modules:107","$45:props:state:queries:0:state:data:json:modules:108","$45:props:state:queries:0:state:data:json:modules:109","$45:props:state:queries:0:state:data:json:modules:110"]},{"title":"Chapter 18: Structural Patterns","order":18,"modules":["$45:props:state:queries:0:state:data:json:modules:111","$45:props:state:queries:0:state:data:json:modules:112","$45:props:state:queries:0:state:data:json:modules:113","$45:props:state:queries:0:state:data:json:modules:114","$45:props:state:queries:0:state:data:json:modules:115","$45:props:state:queries:0:state:data:json:modules:116","$45:props:state:queries:0:state:data:json:modules:117","$45:props:state:queries:0:state:data:json:modules:118"]},{"title":"Chapter 19: Behavioral Patterns Part 1","order":19,"modules":["$45:props:state:queries:0:state:data:json:modules:119","$45:props:state:queries:0:state:data:json:modules:120","$45:props:state:queries:0:state:data:json:modules:121","$45:props:state:queries:0:state:data:json:modules:122","$45:props:state:queries:0:state:data:json:modules:123","$45:props:state:queries:0:state:data:json:modules:124"]},{"title":"Chapter 20: Behavioral Patterns Part 2","order":20,"modules":["$45:props:state:queries:0:state:data:json:modules:125","$45:props:state:queries:0:state:data:json:modules:126","$45:props:state:queries:0:state:data:json:modules:127","$45:props:state:queries:0:state:data:json:modules:128","$45:props:state:queries:0:state:data:json:modules:129","$45:props:state:queries:0:state:data:json:modules:130","$45:props:state:queries:0:state:data:json:modules:131"]},{"title":"Chapter 21: Dependency Injection Deep Dive","order":21,"modules":["$45:props:state:queries:0:state:data:json:modules:132","$45:props:state:queries:0:state:data:json:modules:133","$45:props:state:queries:0:state:data:json:modules:134","$45:props:state:queries:0:state:data:json:modules:135","$45:props:state:queries:0:state:data:json:modules:136","$45:props:state:queries:0:state:data:json:modules:137","$45:props:state:queries:0:state:data:json:modules:138","$45:props:state:queries:0:state:data:json:modules:139"]},{"title":"Chapter 22: Concurrency Fundamentals","order":22,"modules":["$45:props:state:queries:0:state:data:json:modules:140","$45:props:state:queries:0:state:data:json:modules:141","$45:props:state:queries:0:state:data:json:modules:142","$45:props:state:queries:0:state:data:json:modules:143","$45:props:state:queries:0:state:data:json:modules:144","$45:props:state:queries:0:state:data:json:modules:145"]},{"title":"Chapter 23: Concurrency Patterns","order":23,"modules":["$45:props:state:queries:0:state:data:json:modules:146","$45:props:state:queries:0:state:data:json:modules:147","$45:props:state:queries:0:state:data:json:modules:148","$45:props:state:queries:0:state:data:json:modules:149","$45:props:state:queries:0:state:data:json:modules:150","$45:props:state:queries:0:state:data:json:modules:151","$45:props:state:queries:0:state:data:json:modules:152"]},{"title":"Chapter 24: Domain Driven Design","order":24,"modules":["$45:props:state:queries:0:state:data:json:modules:153","$45:props:state:queries:0:state:data:json:modules:154","$45:props:state:queries:0:state:data:json:modules:155","$45:props:state:queries:0:state:data:json:modules:156","$45:props:state:queries:0:state:data:json:modules:157","$45:props:state:queries:0:state:data:json:modules:158","$45:props:state:queries:0:state:data:json:modules:159","$45:props:state:queries:0:state:data:json:modules:160"]},{"title":"Chapter 25: Clean Layered Architecture","order":25,"modules":["$45:props:state:queries:0:state:data:json:modules:161","$45:props:state:queries:0:state:data:json:modules:162","$45:props:state:queries:0:state:data:json:modules:163","$45:props:state:queries:0:state:data:json:modules:164","$45:props:state:queries:0:state:data:json:modules:165","$45:props:state:queries:0:state:data:json:modules:166","$45:props:state:queries:0:state:data:json:modules:167"]},{"title":"Chapter 26: Api Interface Design","order":26,"modules":["$45:props:state:queries:0:state:data:json:modules:168","$45:props:state:queries:0:state:data:json:modules:169","$45:props:state:queries:0:state:data:json:modules:170","$45:props:state:queries:0:state:data:json:modules:171","$45:props:state:queries:0:state:data:json:modules:172","$45:props:state:queries:0:state:data:json:modules:173","$45:props:state:queries:0:state:data:json:modules:174"]},{"title":"Chapter 27: Persistence Layer Design","order":27,"modules":["$45:props:state:queries:0:state:data:json:modules:175","$45:props:state:queries:0:state:data:json:modules:176","$45:props:state:queries:0:state:data:json:modules:177","$45:props:state:queries:0:state:data:json:modules:178","$45:props:state:queries:0:state:data:json:modules:179","$45:props:state:queries:0:state:data:json:modules:180","$45:props:state:queries:0:state:data:json:modules:181"]},{"title":"Chapter 28: Caching Strategies","order":28,"modules":["$45:props:state:queries:0:state:data:json:modules:182","$45:props:state:queries:0:state:data:json:modules:183","$45:props:state:queries:0:state:data:json:modules:184","$45:props:state:queries:0:state:data:json:modules:185"]},{"title":"Chapter 28: Caching Strategies Lld","order":29,"modules":["$45:props:state:queries:0:state:data:json:modules:186","$45:props:state:queries:0:state:data:json:modules:187"]},{"title":"Chapter 29: Event Driven Design","order":30,"modules":["$45:props:state:queries:0:state:data:json:modules:188","$45:props:state:queries:0:state:data:json:modules:189","$45:props:state:queries:0:state:data:json:modules:190","$45:props:state:queries:0:state:data:json:modules:191","$45:props:state:queries:0:state:data:json:modules:192","$45:props:state:queries:0:state:data:json:modules:193","$45:props:state:queries:0:state:data:json:modules:194"]},{"title":"Chapter 30: Resource Management","order":31,"modules":["$45:props:state:queries:0:state:data:json:modules:195","$45:props:state:queries:0:state:data:json:modules:196","$45:props:state:queries:0:state:data:json:modules:197","$45:props:state:queries:0:state:data:json:modules:198","$45:props:state:queries:0:state:data:json:modules:199","$45:props:state:queries:0:state:data:json:modules:200","$45:props:state:queries:0:state:data:json:modules:201"]},{"title":"Chapter 31: Exception Error Handling Design","order":32,"modules":["$45:props:state:queries:0:state:data:json:modules:202","$45:props:state:queries:0:state:data:json:modules:203","$45:props:state:queries:0:state:data:json:modules:204","$45:props:state:queries:0:state:data:json:modules:205","$45:props:state:queries:0:state:data:json:modules:206","$45:props:state:queries:0:state:data:json:modules:207","$45:props:state:queries:0:state:data:json:modules:208"]},{"title":"Chapter 32: Testing Object Oriented Designs","order":33,"modules":["$45:props:state:queries:0:state:data:json:modules:209","$45:props:state:queries:0:state:data:json:modules:210","$45:props:state:queries:0:state:data:json:modules:211","$45:props:state:queries:0:state:data:json:modules:212","$45:props:state:queries:0:state:data:json:modules:213","$45:props:state:queries:0:state:data:json:modules:214","$45:props:state:queries:0:state:data:json:modules:215","$45:props:state:queries:0:state:data:json:modules:216"]},{"title":"Chapter 33: Logging Security Configuration","order":34,"modules":["$45:props:state:queries:0:state:data:json:modules:217","$45:props:state:queries:0:state:data:json:modules:218","$45:props:state:queries:0:state:data:json:modules:219","$45:props:state:queries:0:state:data:json:modules:220","$45:props:state:queries:0:state:data:json:modules:221","$45:props:state:queries:0:state:data:json:modules:222"]},{"title":"Chapter 34: Lld Problem Solving Framework","order":35,"modules":["$45:props:state:queries:0:state:data:json:modules:223","$45:props:state:queries:0:state:data:json:modules:224","$45:props:state:queries:0:state:data:json:modules:225","$45:props:state:queries:0:state:data:json:modules:226","$45:props:state:queries:0:state:data:json:modules:227","$45:props:state:queries:0:state:data:json:modules:228","$45:props:state:queries:0:state:data:json:modules:229"]},{"title":"Chapter 35: Case Studies","order":36,"modules":["$45:props:state:queries:0:state:data:json:modules:230","$45:props:state:queries:0:state:data:json:modules:231","$45:props:state:queries:0:state:data:json:modules:232","$45:props:state:queries:0:state:data:json:modules:233","$45:props:state:queries:0:state:data:json:modules:234","$45:props:state:queries:0:state:data:json:modules:235"]},{"title":"Chapter 36: Lld Interview Strategies Implementation","order":37,"modules":["$45:props:state:queries:0:state:data:json:modules:236","$45:props:state:queries:0:state:data:json:modules:237","$45:props:state:queries:0:state:data:json:modules:238","$45:props:state:queries:0:state:data:json:modules:239","$45:props:state:queries:0:state:data:json:modules:240","$45:props:state:queries:0:state:data:json:modules:241","$45:props:state:queries:0:state:data:json:modules:242","$45:props:state:queries:0:state:data:json:modules:243","$45:props:state:queries:0:state:data:json:modules:244","$45:props:state:queries:0:state:data:json:modules:245"]}]},"meta":{"values":{"createdAt":["Date"],"updatedAt":["Date"],"modules.0.createdAt":["Date"],"modules.0.updatedAt":["Date"],"modules.1.createdAt":["Date"],"modules.1.updatedAt":["Date"],"modules.2.createdAt":["Date"],"modules.2.updatedAt":["Date"],"modules.3.createdAt":["Date"],"modules.3.updatedAt":["Date"],"modules.4.createdAt":["Date"],"modules.4.updatedAt":["Date"],"modules.5.createdAt":["Date"],"modules.5.updatedAt":["Date"],"modules.6.createdAt":["Date"],"modules.6.updatedAt":["Date"],"modules.7.createdAt":["Date"],"modules.7.updatedAt":["Date"],"modules.8.createdAt":["Date"],"modules.8.updatedAt":["Date"],"modules.9.createdAt":["Date"],"modules.9.updatedAt":["Date"],"modules.10.createdAt":["Date"],"modules.10.updatedAt":["Date"],"modules.11.createdAt":["Date"],"modules.11.updatedAt":["Date"],"modules.12.createdAt":["Date"],"modules.12.updatedAt":["Date"],"modules.13.createdAt":["Date"],"modules.13.updatedAt":["Date"],"modules.14.createdAt":["Date"],"modules.14.updatedAt":["Date"],"modules.15.createdAt":["Date"],"modules.15.updatedAt":["Date"],"modules.16.createdAt":["Date"],"modules.16.updatedAt":["Date"],"modules.17.createdAt":["Date"],"modules.17.updatedAt":["Date"],"modules.18.createdAt":["Date"],"modules.18.updatedAt":["Date"],"modules.19.createdAt":["Date"],"modules.19.updatedAt":["Date"],"modules.20.createdAt":["Date"],"modules.20.updatedAt":["Date"],"modules.21.createdAt":["Date"],"modules.21.updatedAt":["Date"],"modules.22.createdAt":["Date"],"modules.22.updatedAt":["Date"],"modules.23.createdAt":["Date"],"modules.23.updatedAt":["Date"],"modules.24.createdAt":["Date"],"modules.24.updatedAt":["Date"],"modules.25.createdAt":["Date"],"modules.25.updatedAt":["Date"],"modules.26.createdAt":["Date"],"modules.26.updatedAt":["Date"],"modules.27.createdAt":["Date"],"modules.27.updatedAt":["Date"],"modules.28.createdAt":["Date"],"modules.28.updatedAt":["Date"],"modules.29.createdAt":["Date"],"modules.29.updatedAt":["Date"],"modules.30.createdAt":["Date"],"modules.30.updatedAt":["Date"],"modules.31.createdAt":["Date"],"modules.31.updatedAt":["Date"],"modules.32.createdAt":["Date"],"modules.32.updatedAt":["Date"],"modules.33.createdAt":["Date"],"modules.33.updatedAt":["Date"],"modules.34.createdAt":["Date"],"modules.34.updatedAt":["Date"],"modules.35.createdAt":["Date"],"modules.35.updatedAt":["Date"],"modules.36.createdAt":["Date"],"modules.36.updatedAt":["Date"],"modules.37.createdAt":["Date"],"modules.37.updatedAt":["Date"],"modules.38.createdAt":["Date"],"modules.38.updatedAt":["Date"],"modules.39.createdAt":["Date"],"modules.39.updatedAt":["Date"],"modules.40.createdAt":["Date"],"modules.40.updatedAt":["Date"],"modules.41.createdAt":["Date"],"modules.41.updatedAt":["Date"],"modules.42.createdAt":["Date"],"modules.42.updatedAt":["Date"],"modules.43.createdAt":["Date"],"modules.43.updatedAt":["Date"],"modules.44.createdAt":["Date"],"modules.44.updatedAt":["Date"],"modules.45.createdAt":["Date"],"modules.45.updatedAt":["Date"],"modules.46.createdAt":["Date"],"modules.46.updatedAt":["Date"],"modules.47.createdAt":["Date"],"modules.47.updatedAt":["Date"],"modules.48.createdAt":["Date"],"modules.48.updatedAt":["Date"],"modules.49.createdAt":["Date"],"modules.49.updatedAt":["Date"],"modules.50.createdAt":["Date"],"modules.50.updatedAt":["Date"],"modules.51.createdAt":["Date"],"modules.51.updatedAt":["Date"],"modules.52.createdAt":["Date"],"modules.52.updatedAt":["Date"],"modules.53.createdAt":["Date"],"modules.53.updatedAt":["Date"],"modules.54.createdAt":["Date"],"modules.54.updatedAt":["Date"],"modules.55.createdAt":["Date"],"modules.55.updatedAt":["Date"],"modules.56.createdAt":["Date"],"modules.56.updatedAt":["Date"],"modules.57.createdAt":["Date"],"modules.57.updatedAt":["Date"],"modules.58.createdAt":["Date"],"modules.58.updatedAt":["Date"],"modules.59.createdAt":["Date"],"modules.59.updatedAt":["Date"],"modules.60.createdAt":["Date"],"modules.60.updatedAt":["Date"],"modules.61.createdAt":["Date"],"modules.61.updatedAt":["Date"],"modules.62.createdAt":["Date"],"modules.62.updatedAt":["Date"],"modules.63.createdAt":["Date"],"modules.63.updatedAt":["Date"],"modules.64.createdAt":["Date"],"modules.64.updatedAt":["Date"],"modules.65.createdAt":["Date"],"modules.65.updatedAt":["Date"],"modules.66.createdAt":["Date"],"modules.66.updatedAt":["Date"],"modules.67.createdAt":["Date"],"modules.67.updatedAt":["Date"],"modules.68.createdAt":["Date"],"modules.68.updatedAt":["Date"],"modules.69.createdAt":["Date"],"modules.69.updatedAt":["Date"],"modules.70.createdAt":["Date"],"modules.70.updatedAt":["Date"],"modules.71.createdAt":["Date"],"modules.71.updatedAt":["Date"],"modules.72.createdAt":["Date"],"modules.72.updatedAt":["Date"],"modules.73.createdAt":["Date"],"modules.73.updatedAt":["Date"],"modules.74.createdAt":["Date"],"modules.74.updatedAt":["Date"],"modules.75.createdAt":["Date"],"modules.75.updatedAt":["Date"],"modules.76.createdAt":["Date"],"modules.76.updatedAt":["Date"],"modules.77.createdAt":["Date"],"modules.77.updatedAt":["Date"],"modules.78.createdAt":["Date"],"modules.78.updatedAt":["Date"],"modules.79.createdAt":["Date"],"modules.79.updatedAt":["Date"],"modules.80.createdAt":["Date"],"modules.80.updatedAt":["Date"],"modules.81.createdAt":["Date"],"modules.81.updatedAt":["Date"],"modules.82.createdAt":["Date"],"modules.82.updatedAt":["Date"],"modules.83.createdAt":["Date"],"modules.83.updatedAt":["Date"],"modules.84.createdAt":["Date"],"modules.84.updatedAt":["Date"],"modules.85.createdAt":["Date"],"modules.85.updatedAt":["Date"],"modules.86.createdAt":["Date"],"modules.86.updatedAt":["Date"],"modules.87.createdAt":["Date"],"modules.87.updatedAt":["Date"],"modules.88.createdAt":["Date"],"modules.88.updatedAt":["Date"],"modules.89.createdAt":["Date"],"modules.89.updatedAt":["Date"],"modules.90.createdAt":["Date"],"modules.90.updatedAt":["Date"],"modules.91.createdAt":["Date"],"modules.91.updatedAt":["Date"],"modules.92.createdAt":["Date"],"modules.92.updatedAt":["Date"],"modules.93.createdAt":["Date"],"modules.93.updatedAt":["Date"],"modules.94.createdAt":["Date"],"modules.94.updatedAt":["Date"],"modules.95.createdAt":["Date"],"modules.95.updatedAt":["Date"],"modules.96.createdAt":["Date"],"modules.96.updatedAt":["Date"],"modules.97.createdAt":["Date"],"modules.97.updatedAt":["Date"],"modules.98.createdAt":["Date"],"modules.98.updatedAt":["Date"],"modules.99.createdAt":["Date"],"modules.99.updatedAt":["Date"],"modules.100.createdAt":["Date"],"modules.100.updatedAt":["Date"],"modules.101.createdAt":["Date"],"modules.101.updatedAt":["Date"],"modules.102.createdAt":["Date"],"modules.102.updatedAt":["Date"],"modules.103.createdAt":["Date"],"modules.103.updatedAt":["Date"],"modules.104.createdAt":["Date"],"modules.104.updatedAt":["Date"],"modules.105.createdAt":["Date"],"modules.105.updatedAt":["Date"],"modules.106.createdAt":["Date"],"modules.106.updatedAt":["Date"],"modules.107.createdAt":["Date"],"modules.107.updatedAt":["Date"],"modules.108.createdAt":["Date"],"modules.108.updatedAt":["Date"],"modules.109.createdAt":["Date"],"modules.109.updatedAt":["Date"],"modules.110.createdAt":["Date"],"modules.110.updatedAt":["Date"],"modules.111.createdAt":["Date"],"modules.111.updatedAt":["Date"],"modules.112.createdAt":["Date"],"modules.112.updatedAt":["Date"],"modules.113.createdAt":["Date"],"modules.113.updatedAt":["Date"],"modules.114.createdAt":["Date"],"modules.114.updatedAt":["Date"],"modules.115.createdAt":["Date"],"modules.115.updatedAt":["Date"],"modules.116.createdAt":["Date"],"modules.116.updatedAt":["Date"],"modules.117.createdAt":["Date"],"modules.117.updatedAt":["Date"],"modules.118.createdAt":["Date"],"modules.118.updatedAt":["Date"],"modules.119.createdAt":["Date"],"modules.119.updatedAt":["Date"],"modules.120.createdAt":["Date"],"modules.120.updatedAt":["Date"],"modules.121.createdAt":["Date"],"modules.121.updatedAt":["Date"],"modules.122.createdAt":["Date"],"modules.122.updatedAt":["Date"],"modules.123.createdAt":["Date"],"modules.123.updatedAt":["Date"],"modules.124.createdAt":["Date"],"modules.124.updatedAt":["Date"],"modules.125.createdAt":["Date"],"modules.125.updatedAt":["Date"],"modules.126.createdAt":["Date"],"modules.126.updatedAt":["Date"],"modules.127.createdAt":["Date"],"modules.127.updatedAt":["Date"],"modules.128.createdAt":["Date"],"modules.128.updatedAt":["Date"],"modules.129.createdAt":["Date"],"modules.129.updatedAt":["Date"],"modules.130.createdAt":["Date"],"modules.130.updatedAt":["Date"],"modules.131.createdAt":["Date"],"modules.131.updatedAt":["Date"],"modules.132.createdAt":["Date"],"modules.132.updatedAt":["Date"],"modules.133.createdAt":["Date"],"modules.133.updatedAt":["Date"],"modules.134.createdAt":["Date"],"modules.134.updatedAt":["Date"],"modules.135.createdAt":["Date"],"modules.135.updatedAt":["Date"],"modules.136.createdAt":["Date"],"modules.136.updatedAt":["Date"],"modules.137.createdAt":["Date"],"modules.137.updatedAt":["Date"],"modules.138.createdAt":["Date"],"modules.138.updatedAt":["Date"],"modules.139.createdAt":["Date"],"modules.139.updatedAt":["Date"],"modules.140.createdAt":["Date"],"modules.140.updatedAt":["Date"],"modules.141.createdAt":["Date"],"modules.141.updatedAt":["Date"],"modules.142.createdAt":["Date"],"modules.142.updatedAt":["Date"],"modules.143.createdAt":["Date"],"modules.143.updatedAt":["Date"],"modules.144.createdAt":["Date"],"modules.144.updatedAt":["Date"],"modules.145.createdAt":["Date"],"modules.145.updatedAt":["Date"],"modules.146.createdAt":["Date"],"modules.146.updatedAt":["Date"],"modules.147.createdAt":["Date"],"modules.147.updatedAt":["Date"],"modules.148.createdAt":["Date"],"modules.148.updatedAt":["Date"],"modules.149.createdAt":["Date"],"modules.149.updatedAt":["Date"],"modules.150.createdAt":["Date"],"modules.150.updatedAt":["Date"],"modules.151.createdAt":["Date"],"modules.151.updatedAt":["Date"],"modules.152.createdAt":["Date"],"modules.152.updatedAt":["Date"],"modules.153.createdAt":["Date"],"modules.153.updatedAt":["Date"],"modules.154.createdAt":["Date"],"modules.154.updatedAt":["Date"],"modules.155.createdAt":["Date"],"modules.155.updatedAt":["Date"],"modules.156.createdAt":["Date"],"modules.156.updatedAt":["Date"],"modules.157.createdAt":["Date"],"modules.157.updatedAt":["Date"],"modules.158.createdAt":["Date"],"modules.158.updatedAt":["Date"],"modules.159.createdAt":["Date"],"modules.159.updatedAt":["Date"],"modules.160.createdAt":["Date"],"modules.160.updatedAt":["Date"],"modules.161.createdAt":["Date"],"modules.161.updatedAt":["Date"],"modules.162.createdAt":["Date"],"modules.162.updatedAt":["Date"],"modules.163.createdAt":["Date"],"modules.163.updatedAt":["Date"],"modules.164.createdAt":["Date"],"modules.164.updatedAt":["Date"],"modules.165.createdAt":["Date"],"modules.165.updatedAt":["Date"],"modules.166.createdAt":["Date"],"modules.166.updatedAt":["Date"],"modules.167.createdAt":["Date"],"modules.167.updatedAt":["Date"],"modules.168.createdAt":["Date"],"modules.168.updatedAt":["Date"],"modules.169.createdAt":["Date"],"modules.169.updatedAt":["Date"],"modules.170.createdAt":["Date"],"modules.170.updatedAt":["Date"],"modules.171.createdAt":["Date"],"modules.171.updatedAt":["Date"],"modules.172.createdAt":["Date"],"modules.172.updatedAt":["Date"],"modules.173.createdAt":["Date"],"modules.173.updatedAt":["Date"],"modules.174.createdAt":["Date"],"modules.174.updatedAt":["Date"],"modules.175.createdAt":["Date"],"modules.175.updatedAt":["Date"],"modules.176.createdAt":["Date"],"modules.176.updatedAt":["Date"],"modules.177.createdAt":["Date"],"modules.177.updatedAt":["Date"],"modules.178.createdAt":["Date"],"modules.178.updatedAt":["Date"],"modules.179.createdAt":["Date"],"modules.179.updatedAt":["Date"],"modules.180.createdAt":["Date"],"modules.180.updatedAt":["Date"],"modules.181.createdAt":["Date"],"modules.181.updatedAt":["Date"],"modules.182.createdAt":["Date"],"modules.182.updatedAt":["Date"],"modules.183.createdAt":["Date"],"modules.183.updatedAt":["Date"],"modules.184.createdAt":["Date"],"modules.184.updatedAt":["Date"],"modules.185.createdAt":["Date"],"modules.185.updatedAt":["Date"],"modules.186.createdAt":["Date"],"modules.186.updatedAt":["Date"],"modules.187.createdAt":["Date"],"modules.187.updatedAt":["Date"],"modules.188.createdAt":["Date"],"modules.188.updatedAt":["Date"],"modules.189.createdAt":["Date"],"modules.189.updatedAt":["Date"],"modules.190.createdAt":["Date"],"modules.190.updatedAt":["Date"],"modules.191.createdAt":["Date"],"modules.191.updatedAt":["Date"],"modules.192.createdAt":["Date"],"modules.192.updatedAt":["Date"],"modules.193.createdAt":["Date"],"modules.193.updatedAt":["Date"],"modules.194.createdAt":["Date"],"modules.194.updatedAt":["Date"],"modules.195.createdAt":["Date"],"modules.195.updatedAt":["Date"],"modules.196.createdAt":["Date"],"modules.196.updatedAt":["Date"],"modules.197.createdAt":["Date"],"modules.197.updatedAt":["Date"],"modules.198.createdAt":["Date"],"modules.198.updatedAt":["Date"],"modules.199.createdAt":["Date"],"modules.199.updatedAt":["Date"],"modules.200.createdAt":["Date"],"modules.200.updatedAt":["Date"],"modules.201.createdAt":["Date"],"modules.201.updatedAt":["Date"],"modules.202.createdAt":["Date"],"modules.202.updatedAt":["Date"],"modules.203.createdAt":["Date"],"modules.203.updatedAt":["Date"],"modules.204.createdAt":["Date"],"modules.204.updatedAt":["Date"],"modules.205.createdAt":["Date"],"modules.205.updatedAt":["Date"],"modules.206.createdAt":["Date"],"modules.206.updatedAt":["Date"],"modules.207.createdAt":["Date"],"modules.207.updatedAt":["Date"],"modules.208.createdAt":["Date"],"modules.208.updatedAt":["Date"],"modules.209.createdAt":["Date"],"modules.209.updatedAt":["Date"],"modules.210.createdAt":["Date"],"modules.210.updatedAt":["Date"],"modules.211.createdAt":["Date"],"modules.211.updatedAt":["Date"],"modules.212.createdAt":["Date"],"modules.212.updatedAt":["Date"],"modules.213.createdAt":["Date"],"modules.213.updatedAt":["Date"],"modules.214.createdAt":["Date"],"modules.214.updatedAt":["Date"],"modules.215.createdAt":["Date"],"modules.215.updatedAt":["Date"],"modules.216.createdAt":["Date"],"modules.216.updatedAt":["Date"],"modules.217.createdAt":["Date"],"modules.217.updatedAt":["Date"],"modules.218.createdAt":["Date"],"modules.218.updatedAt":["Date"],"modules.219.createdAt":["Date"],"modules.219.updatedAt":["Date"],"modules.220.createdAt":["Date"],"modules.220.updatedAt":["Date"],"modules.221.createdAt":["Date"],"modules.221.updatedAt":["Date"],"modules.222.createdAt":["Date"],"modules.222.updatedAt":["Date"],"modules.223.createdAt":["Date"],"modules.223.updatedAt":["Date"],"modules.224.createdAt":["Date"],"modules.224.updatedAt":["Date"],"modules.225.createdAt":["Date"],"modules.225.updatedAt":["Date"],"modules.226.createdAt":["Date"],"modules.226.updatedAt":["Date"],"modules.227.createdAt":["Date"],"modules.227.updatedAt":["Date"],"modules.228.createdAt":["Date"],"modules.228.updatedAt":["Date"],"modules.229.createdAt":["Date"],"modules.229.updatedAt":["Date"],"modules.230.createdAt":["Date"],"modules.230.updatedAt":["Date"],"modules.231.createdAt":["Date"],"modules.231.updatedAt":["Date"],"modules.232.createdAt":["Date"],"modules.232.updatedAt":["Date"],"modules.233.createdAt":["Date"],"modules.233.updatedAt":["Date"],"modules.234.createdAt":["Date"],"modules.234.updatedAt":["Date"],"modules.235.createdAt":["Date"],"modules.235.updatedAt":["Date"],"modules.236.createdAt":["Date"],"modules.236.updatedAt":["Date"],"modules.237.createdAt":["Date"],"modules.237.updatedAt":["Date"],"modules.238.createdAt":["Date"],"modules.238.updatedAt":["Date"],"modules.239.createdAt":["Date"],"modules.239.updatedAt":["Date"],"modules.240.createdAt":["Date"],"modules.240.updatedAt":["Date"],"modules.241.createdAt":["Date"],"modules.241.updatedAt":["Date"],"modules.242.createdAt":["Date"],"modules.242.updatedAt":["Date"],"modules.243.createdAt":["Date"],"modules.243.updatedAt":["Date"],"modules.244.createdAt":["Date"],"modules.244.updatedAt":["Date"],"modules.245.createdAt":["Date"],"modules.245.updatedAt":["Date"],"sections.0.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.0.createdAt","sections.0.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.0.updatedAt","sections.0.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.1.createdAt","sections.0.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.1.updatedAt","sections.0.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.2.createdAt","sections.0.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.2.updatedAt","sections.0.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.3.createdAt","sections.0.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.3.updatedAt","sections.0.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.4.createdAt","sections.0.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.4.updatedAt","sections.0.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.5.createdAt","sections.0.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.5.updatedAt","sections.1.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.6.createdAt","sections.1.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.6.updatedAt","sections.1.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.7.createdAt","sections.1.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.7.updatedAt","sections.1.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.8.createdAt","sections.1.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.8.updatedAt","sections.1.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.9.createdAt","sections.1.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.9.updatedAt","sections.1.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.10.createdAt","sections.1.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.10.updatedAt","sections.1.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.11.createdAt","sections.1.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.11.updatedAt","sections.2.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.12.createdAt","sections.2.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.12.updatedAt","sections.2.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.13.createdAt","sections.2.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.13.updatedAt","sections.2.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.14.createdAt","sections.2.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.14.updatedAt","sections.2.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.15.createdAt","sections.2.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.15.updatedAt","sections.2.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.16.createdAt","sections.2.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.16.updatedAt","sections.2.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.17.createdAt","sections.2.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.17.updatedAt","sections.2.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.18.createdAt","sections.2.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.18.updatedAt","sections.2.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.19.createdAt","sections.2.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.19.updatedAt","sections.3.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.20.createdAt","sections.3.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.20.updatedAt","sections.3.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.21.createdAt","sections.3.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.21.updatedAt","sections.3.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.22.createdAt","sections.3.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.22.updatedAt","sections.3.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.23.createdAt","sections.3.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.23.updatedAt","sections.3.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.24.createdAt","sections.3.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.24.updatedAt","sections.3.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.25.createdAt","sections.3.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.25.updatedAt","sections.3.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.26.createdAt","sections.3.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.26.updatedAt","sections.4.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.27.createdAt","sections.4.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.27.updatedAt","sections.4.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.28.createdAt","sections.4.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.28.updatedAt","sections.4.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.29.createdAt","sections.4.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.29.updatedAt","sections.4.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.30.createdAt","sections.4.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.30.updatedAt","sections.4.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.31.createdAt","sections.4.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.31.updatedAt","sections.4.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.32.createdAt","sections.4.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.32.updatedAt","sections.5.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.33.createdAt","sections.5.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.33.updatedAt","sections.5.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.34.createdAt","sections.5.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.34.updatedAt","sections.5.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.35.createdAt","sections.5.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.35.updatedAt","sections.5.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.36.createdAt","sections.5.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.36.updatedAt","sections.5.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.37.createdAt","sections.5.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.37.updatedAt","sections.5.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.38.createdAt","sections.5.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.38.updatedAt","sections.5.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.39.createdAt","sections.5.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.39.updatedAt","sections.6.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.40.createdAt","sections.6.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.40.updatedAt","sections.6.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.41.createdAt","sections.6.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.41.updatedAt","sections.6.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.42.createdAt","sections.6.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.42.updatedAt","sections.6.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.43.createdAt","sections.6.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.43.updatedAt","sections.6.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.44.createdAt","sections.6.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.44.updatedAt","sections.6.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.45.createdAt","sections.6.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.45.updatedAt","sections.6.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.46.createdAt","sections.6.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.46.updatedAt","sections.7.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.47.createdAt","sections.7.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.47.updatedAt","sections.7.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.48.createdAt","sections.7.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.48.updatedAt","sections.7.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.49.createdAt","sections.7.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.49.updatedAt","sections.7.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.50.createdAt","sections.7.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.50.updatedAt","sections.7.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.51.createdAt","sections.7.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.51.updatedAt","sections.7.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.52.createdAt","sections.7.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.52.updatedAt","sections.8.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.53.createdAt","sections.8.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.53.updatedAt","sections.8.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.54.createdAt","sections.8.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.54.updatedAt","sections.8.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.55.createdAt","sections.8.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.55.updatedAt","sections.8.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.56.createdAt","sections.8.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.56.updatedAt","sections.8.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.57.createdAt","sections.8.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.57.updatedAt","sections.8.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.58.createdAt","sections.8.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.58.updatedAt","sections.8.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.59.createdAt","sections.8.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.59.updatedAt","sections.9.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.60.createdAt","sections.9.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.60.updatedAt","sections.9.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.61.createdAt","sections.9.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.61.updatedAt","sections.9.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.62.createdAt","sections.9.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.62.updatedAt","sections.9.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.63.createdAt","sections.9.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.63.updatedAt","sections.9.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.64.createdAt","sections.9.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.64.updatedAt","sections.9.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.65.createdAt","sections.9.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.65.updatedAt","sections.10.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.66.createdAt","sections.10.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.66.updatedAt","sections.10.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.67.createdAt","sections.10.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.67.updatedAt","sections.10.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.68.createdAt","sections.10.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.68.updatedAt","sections.10.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.69.createdAt","sections.10.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.69.updatedAt","sections.10.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.70.createdAt","sections.10.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.70.updatedAt","sections.10.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.71.createdAt","sections.10.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.71.updatedAt","sections.11.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.72.createdAt","sections.11.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.72.updatedAt","sections.11.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.73.createdAt","sections.11.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.73.updatedAt","sections.11.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.74.createdAt","sections.11.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.74.updatedAt","sections.11.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.75.createdAt","sections.11.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.75.updatedAt","sections.11.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.76.createdAt","sections.11.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.76.updatedAt","sections.11.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.77.createdAt","sections.11.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.77.updatedAt","sections.12.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.78.createdAt","sections.12.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.78.updatedAt","sections.12.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.79.createdAt","sections.12.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.79.updatedAt","sections.12.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.80.createdAt","sections.12.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.80.updatedAt","sections.12.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.81.createdAt","sections.12.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.81.updatedAt","sections.12.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.82.createdAt","sections.12.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.82.updatedAt","sections.12.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.83.createdAt","sections.12.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.83.updatedAt","sections.13.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.84.createdAt","sections.13.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.84.updatedAt","sections.13.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.85.createdAt","sections.13.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.85.updatedAt","sections.13.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.86.createdAt","sections.13.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.86.updatedAt","sections.13.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.87.createdAt","sections.13.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.87.updatedAt","sections.13.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.88.createdAt","sections.13.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.88.updatedAt","sections.13.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.89.createdAt","sections.13.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.89.updatedAt","sections.14.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.90.createdAt","sections.14.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.90.updatedAt","sections.14.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.91.createdAt","sections.14.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.91.updatedAt","sections.14.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.92.createdAt","sections.14.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.92.updatedAt","sections.14.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.93.createdAt","sections.14.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.93.updatedAt","sections.14.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.94.createdAt","sections.14.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.94.updatedAt","sections.14.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.95.createdAt","sections.14.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.95.updatedAt","sections.14.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.96.createdAt","sections.14.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.96.updatedAt","sections.14.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.97.createdAt","sections.14.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.97.updatedAt","sections.15.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.98.createdAt","sections.15.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.98.updatedAt","sections.15.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.99.createdAt","sections.15.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.99.updatedAt","sections.15.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.100.createdAt","sections.15.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.100.updatedAt","sections.15.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.101.createdAt","sections.15.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.101.updatedAt","sections.15.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.102.createdAt","sections.15.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.102.updatedAt","sections.15.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.103.createdAt","sections.15.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.103.updatedAt","sections.16.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.104.createdAt","sections.16.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.104.updatedAt","sections.16.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.105.createdAt","sections.16.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.105.updatedAt","sections.16.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.106.createdAt","sections.16.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.106.updatedAt","sections.16.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.107.createdAt","sections.16.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.107.updatedAt","sections.16.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.108.createdAt","sections.16.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.108.updatedAt","sections.16.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.109.createdAt","sections.16.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.109.updatedAt","sections.16.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.110.createdAt","sections.16.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.110.updatedAt","sections.17.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.111.createdAt","sections.17.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.111.updatedAt","sections.17.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.112.createdAt","sections.17.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.112.updatedAt","sections.17.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.113.createdAt","sections.17.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.113.updatedAt","sections.17.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.114.createdAt","sections.17.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.114.updatedAt","sections.17.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.115.createdAt","sections.17.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.115.updatedAt","sections.17.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.116.createdAt","sections.17.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.116.updatedAt","sections.17.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.117.createdAt","sections.17.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.117.updatedAt","sections.17.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.118.createdAt","sections.17.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.118.updatedAt","sections.18.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.119.createdAt","sections.18.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.119.updatedAt","sections.18.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.120.createdAt","sections.18.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.120.updatedAt","sections.18.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.121.createdAt","sections.18.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.121.updatedAt","sections.18.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.122.createdAt","sections.18.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.122.updatedAt","sections.18.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.123.createdAt","sections.18.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.123.updatedAt","sections.18.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.124.createdAt","sections.18.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.124.updatedAt","sections.19.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.125.createdAt","sections.19.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.125.updatedAt","sections.19.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.126.createdAt","sections.19.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.126.updatedAt","sections.19.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.127.createdAt","sections.19.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.127.updatedAt","sections.19.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.128.createdAt","sections.19.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.128.updatedAt","sections.19.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.129.createdAt","sections.19.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.129.updatedAt","sections.19.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.130.createdAt","sections.19.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.130.updatedAt","sections.19.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.131.createdAt","sections.19.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.131.updatedAt","sections.20.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.132.createdAt","sections.20.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.132.updatedAt","sections.20.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.133.createdAt","sections.20.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.133.updatedAt","sections.20.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.134.createdAt","sections.20.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.134.updatedAt","sections.20.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.135.createdAt","sections.20.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.135.updatedAt","sections.20.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.136.createdAt","sections.20.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.136.updatedAt","sections.20.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.137.createdAt","sections.20.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.137.updatedAt","sections.20.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.138.createdAt","sections.20.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.138.updatedAt","sections.20.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.139.createdAt","sections.20.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.139.updatedAt","sections.21.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.140.createdAt","sections.21.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.140.updatedAt","sections.21.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.141.createdAt","sections.21.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.141.updatedAt","sections.21.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.142.createdAt","sections.21.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.142.updatedAt","sections.21.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.143.createdAt","sections.21.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.143.updatedAt","sections.21.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.144.createdAt","sections.21.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.144.updatedAt","sections.21.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.145.createdAt","sections.21.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.145.updatedAt","sections.22.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.146.createdAt","sections.22.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.146.updatedAt","sections.22.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.147.createdAt","sections.22.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.147.updatedAt","sections.22.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.148.createdAt","sections.22.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.148.updatedAt","sections.22.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.149.createdAt","sections.22.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.149.updatedAt","sections.22.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.150.createdAt","sections.22.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.150.updatedAt","sections.22.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.151.createdAt","sections.22.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.151.updatedAt","sections.22.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.152.createdAt","sections.22.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.152.updatedAt","sections.23.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.153.createdAt","sections.23.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.153.updatedAt","sections.23.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.154.createdAt","sections.23.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.154.updatedAt","sections.23.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.155.createdAt","sections.23.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.155.updatedAt","sections.23.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.156.createdAt","sections.23.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.156.updatedAt","sections.23.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.157.createdAt","sections.23.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.157.updatedAt","sections.23.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.158.createdAt","sections.23.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.158.updatedAt","sections.23.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.159.createdAt","sections.23.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.159.updatedAt","sections.23.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.160.createdAt","sections.23.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.160.updatedAt","sections.24.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.161.createdAt","sections.24.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.161.updatedAt","sections.24.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.162.createdAt","sections.24.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.162.updatedAt","sections.24.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.163.createdAt","sections.24.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.163.updatedAt","sections.24.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.164.createdAt","sections.24.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.164.updatedAt","sections.24.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.165.createdAt","sections.24.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.165.updatedAt","sections.24.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.166.createdAt","sections.24.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.166.updatedAt","sections.24.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.167.createdAt","sections.24.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.167.updatedAt","sections.25.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.168.createdAt","sections.25.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.168.updatedAt","sections.25.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.169.createdAt","sections.25.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.169.updatedAt","sections.25.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.170.createdAt","sections.25.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.170.updatedAt","sections.25.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.171.createdAt","sections.25.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.171.updatedAt","sections.25.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.172.createdAt","sections.25.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.172.updatedAt","sections.25.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.173.createdAt","sections.25.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.173.updatedAt","sections.25.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.174.createdAt","sections.25.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.174.updatedAt","sections.26.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.175.createdAt","sections.26.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.175.updatedAt","sections.26.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.176.createdAt","sections.26.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.176.updatedAt","sections.26.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.177.createdAt","sections.26.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.177.updatedAt","sections.26.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.178.createdAt","sections.26.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.178.updatedAt","sections.26.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.179.createdAt","sections.26.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.179.updatedAt","sections.26.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.180.createdAt","sections.26.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.180.updatedAt","sections.26.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.181.createdAt","sections.26.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.181.updatedAt","sections.27.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.182.createdAt","sections.27.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.182.updatedAt","sections.27.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.183.createdAt","sections.27.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.183.updatedAt","sections.27.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.184.createdAt","sections.27.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.184.updatedAt","sections.27.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.185.createdAt","sections.27.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.185.updatedAt","sections.28.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.186.createdAt","sections.28.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.186.updatedAt","sections.28.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.187.createdAt","sections.28.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.187.updatedAt","sections.29.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.188.createdAt","sections.29.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.188.updatedAt","sections.29.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.189.createdAt","sections.29.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.189.updatedAt","sections.29.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.190.createdAt","sections.29.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.190.updatedAt","sections.29.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.191.createdAt","sections.29.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.191.updatedAt","sections.29.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.192.createdAt","sections.29.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.192.updatedAt","sections.29.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.193.createdAt","sections.29.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.193.updatedAt","sections.29.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.194.createdAt","sections.29.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.194.updatedAt","sections.30.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.195.createdAt","sections.30.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.195.updatedAt","sections.30.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.196.createdAt","sections.30.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.196.updatedAt","sections.30.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.197.createdAt","sections.30.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.197.updatedAt","sections.30.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.198.createdAt","sections.30.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.198.updatedAt","sections.30.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.199.createdAt","sections.30.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.199.updatedAt","sections.30.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.200.createdAt","sections.30.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.200.updatedAt","sections.30.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.201.createdAt","sections.30.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.201.updatedAt","sections.31.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.202.createdAt","sections.31.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.202.updatedAt","sections.31.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.203.createdAt","sections.31.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.203.updatedAt","sections.31.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.204.createdAt","sections.31.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.204.updatedAt","sections.31.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.205.createdAt","sections.31.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.205.updatedAt","sections.31.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.206.createdAt","sections.31.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.206.updatedAt","sections.31.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.207.createdAt","sections.31.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.207.updatedAt","sections.31.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.208.createdAt","sections.31.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.208.updatedAt","sections.32.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.209.createdAt","sections.32.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.209.updatedAt","sections.32.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.210.createdAt","sections.32.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.210.updatedAt","sections.32.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.211.createdAt","sections.32.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.211.updatedAt","sections.32.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.212.createdAt","sections.32.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.212.updatedAt","sections.32.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.213.createdAt","sections.32.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.213.updatedAt","sections.32.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.214.createdAt","sections.32.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.214.updatedAt","sections.32.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.215.createdAt","sections.32.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.215.updatedAt","sections.32.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.216.createdAt","sections.32.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.216.updatedAt","sections.33.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.217.createdAt","sections.33.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.217.updatedAt","sections.33.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.218.createdAt","sections.33.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.218.updatedAt","sections.33.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.219.createdAt","sections.33.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.219.updatedAt","sections.33.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.220.createdAt","sections.33.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.220.updatedAt","sections.33.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.221.createdAt","sections.33.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.221.updatedAt","sections.33.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.222.createdAt","sections.33.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.222.updatedAt","sections.34.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.223.createdAt","sections.34.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.223.updatedAt","sections.34.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.224.createdAt","sections.34.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.224.updatedAt","sections.34.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.225.createdAt","sections.34.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.225.updatedAt","sections.34.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.226.createdAt","sections.34.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.226.updatedAt","sections.34.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.227.createdAt","sections.34.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.227.updatedAt","sections.34.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.228.createdAt","sections.34.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.228.updatedAt","sections.34.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.229.createdAt","sections.34.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.229.updatedAt","sections.35.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.230.createdAt","sections.35.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.230.updatedAt","sections.35.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.231.createdAt","sections.35.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.231.updatedAt","sections.35.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.232.createdAt","sections.35.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.232.updatedAt","sections.35.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.233.createdAt","sections.35.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.233.updatedAt","sections.35.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.234.createdAt","sections.35.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.234.updatedAt","sections.35.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.235.createdAt","sections.35.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.235.updatedAt","sections.36.modules.0.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.236.createdAt","sections.36.modules.0.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.236.updatedAt","sections.36.modules.1.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.237.createdAt","sections.36.modules.1.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.237.updatedAt","sections.36.modules.2.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.238.createdAt","sections.36.modules.2.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.238.updatedAt","sections.36.modules.3.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.239.createdAt","sections.36.modules.3.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.239.updatedAt","sections.36.modules.4.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.240.createdAt","sections.36.modules.4.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.240.updatedAt","sections.36.modules.5.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.241.createdAt","sections.36.modules.5.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.241.updatedAt","sections.36.modules.6.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.242.createdAt","sections.36.modules.6.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.242.updatedAt","sections.36.modules.7.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.243.createdAt","sections.36.modules.7.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.243.updatedAt","sections.36.modules.8.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.244.createdAt","sections.36.modules.8.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.244.updatedAt","sections.36.modules.9.createdAt":"$45:props:state:queries:0:state:data:meta:values:modules.245.createdAt","sections.36.modules.9.updatedAt":"$45:props:state:queries:0:state:data:meta:values:modules.245.updatedAt"},"referentialEqualities":{"modules.0":["sections.0.modules.0"],"modules.1":["sections.0.modules.1"],"modules.2":["sections.0.modules.2"],"modules.3":["sections.0.modules.3"],"modules.4":["sections.0.modules.4"],"modules.5":["sections.0.modules.5"],"modules.6":["sections.1.modules.0"],"modules.7":["sections.1.modules.1"],"modules.8":["sections.1.modules.2"],"modules.9":["sections.1.modules.3"],"modules.10":["sections.1.modules.4"],"modules.11":["sections.1.modules.5"],"modules.12":["sections.2.modules.0"],"modules.13":["sections.2.modules.1"],"modules.14":["sections.2.modules.2"],"modules.15":["sections.2.modules.3"],"modules.16":["sections.2.modules.4"],"modules.17":["sections.2.modules.5"],"modules.18":["sections.2.modules.6"],"modules.19":["sections.2.modules.7"],"modules.20":["sections.3.modules.0"],"modules.21":["sections.3.modules.1"],"modules.22":["sections.3.modules.2"],"modules.23":["sections.3.modules.3"],"modules.24":["sections.3.modules.4"],"modules.25":["sections.3.modules.5"],"modules.26":["sections.3.modules.6"],"modules.27":["sections.4.modules.0"],"modules.28":["sections.4.modules.1"],"modules.29":["sections.4.modules.2"],"modules.30":["sections.4.modules.3"],"modules.31":["sections.4.modules.4"],"modules.32":["sections.4.modules.5"],"modules.33":["sections.5.modules.0"],"modules.34":["sections.5.modules.1"],"modules.35":["sections.5.modules.2"],"modules.36":["sections.5.modules.3"],"modules.37":["sections.5.modules.4"],"modules.38":["sections.5.modules.5"],"modules.39":["sections.5.modules.6"],"modules.40":["sections.6.modules.0"],"modules.41":["sections.6.modules.1"],"modules.42":["sections.6.modules.2"],"modules.43":["sections.6.modules.3"],"modules.44":["sections.6.modules.4"],"modules.45":["sections.6.modules.5"],"modules.46":["sections.6.modules.6"],"modules.47":["sections.7.modules.0"],"modules.48":["sections.7.modules.1"],"modules.49":["sections.7.modules.2"],"modules.50":["sections.7.modules.3"],"modules.51":["sections.7.modules.4"],"modules.52":["sections.7.modules.5"],"modules.53":["sections.8.modules.0"],"modules.54":["sections.8.modules.1"],"modules.55":["sections.8.modules.2"],"modules.56":["sections.8.modules.3"],"modules.57":["sections.8.modules.4"],"modules.58":["sections.8.modules.5"],"modules.59":["sections.8.modules.6"],"modules.60":["sections.9.modules.0"],"modules.61":["sections.9.modules.1"],"modules.62":["sections.9.modules.2"],"modules.63":["sections.9.modules.3"],"modules.64":["sections.9.modules.4"],"modules.65":["sections.9.modules.5"],"modules.66":["sections.10.modules.0"],"modules.67":["sections.10.modules.1"],"modules.68":["sections.10.modules.2"],"modules.69":["sections.10.modules.3"],"modules.70":["sections.10.modules.4"],"modules.71":["sections.10.modules.5"],"modules.72":["sections.11.modules.0"],"modules.73":["sections.11.modules.1"],"modules.74":["sections.11.modules.2"],"modules.75":["sections.11.modules.3"],"modules.76":["sections.11.modules.4"],"modules.77":["sections.11.modules.5"],"modules.78":["sections.12.modules.0"],"modules.79":["sections.12.modules.1"],"modules.80":["sections.12.modules.2"],"modules.81":["sections.12.modules.3"],"modules.82":["sections.12.modules.4"],"modules.83":["sections.12.modules.5"],"modules.84":["sections.13.modules.0"],"modules.85":["sections.13.modules.1"],"modules.86":["sections.13.modules.2"],"modules.87":["sections.13.modules.3"],"modules.88":["sections.13.modules.4"],"modules.89":["sections.13.modules.5"],"modules.90":["sections.14.modules.0"],"modules.91":["sections.14.modules.1"],"modules.92":["sections.14.modules.2"],"modules.93":["sections.14.modules.3"],"modules.94":["sections.14.modules.4"],"modules.95":["sections.14.modules.5"],"modules.96":["sections.14.modules.6"],"modules.97":["sections.14.modules.7"],"modules.98":["sections.15.modules.0"],"modules.99":["sections.15.modules.1"],"modules.100":["sections.15.modules.2"],"modules.101":["sections.15.modules.3"],"modules.102":["sections.15.modules.4"],"modules.103":["sections.15.modules.5"],"modules.104":["sections.16.modules.0"],"modules.105":["sections.16.modules.1"],"modules.106":["sections.16.modules.2"],"modules.107":["sections.16.modules.3"],"modules.108":["sections.16.modules.4"],"modules.109":["sections.16.modules.5"],"modules.110":["sections.16.modules.6"],"modules.111":["sections.17.modules.0"],"modules.112":["sections.17.modules.1"],"modules.113":["sections.17.modules.2"],"modules.114":["sections.17.modules.3"],"modules.115":["sections.17.modules.4"],"modules.116":["sections.17.modules.5"],"modules.117":["sections.17.modules.6"],"modules.118":["sections.17.modules.7"],"modules.119":["sections.18.modules.0"],"modules.120":["sections.18.modules.1"],"modules.121":["sections.18.modules.2"],"modules.122":["sections.18.modules.3"],"modules.123":["sections.18.modules.4"],"modules.124":["sections.18.modules.5"],"modules.125":["sections.19.modules.0"],"modules.126":["sections.19.modules.1"],"modules.127":["sections.19.modules.2"],"modules.128":["sections.19.modules.3"],"modules.129":["sections.19.modules.4"],"modules.130":["sections.19.modules.5"],"modules.131":["sections.19.modules.6"],"modules.132":["sections.20.modules.0"],"modules.133":["sections.20.modules.1"],"modules.134":["sections.20.modules.2"],"modules.135":["sections.20.modules.3"],"modules.136":["sections.20.modules.4"],"modules.137":["sections.20.modules.5"],"modules.138":["sections.20.modules.6"],"modules.139":["sections.20.modules.7"],"modules.140":["sections.21.modules.0"],"modules.141":["sections.21.modules.1"],"modules.142":["sections.21.modules.2"],"modules.143":["sections.21.modules.3"],"modules.144":["sections.21.modules.4"],"modules.145":["sections.21.modules.5"],"modules.146":["sections.22.modules.0"],"modules.147":["sections.22.modules.1"],"modules.148":["sections.22.modules.2"],"modules.149":["sections.22.modules.3"],"modules.150":["sections.22.modules.4"],"modules.151":["sections.22.modules.5"],"modules.152":["sections.22.modules.6"],"modules.153":["sections.23.modules.0"],"modules.154":["sections.23.modules.1"],"modules.155":["sections.23.modules.2"],"modules.156":["sections.23.modules.3"],"modules.157":["sections.23.modules.4"],"modules.158":["sections.23.modules.5"],"modules.159":["sections.23.modules.6"],"modules.160":["sections.23.modules.7"],"modules.161":["sections.24.modules.0"],"modules.162":["sections.24.modules.1"],"modules.163":["sections.24.modules.2"],"modules.164":["sections.24.modules.3"],"modules.165":["sections.24.modules.4"],"modules.166":["sections.24.modules.5"],"modules.167":["sections.24.modules.6"],"modules.168":["sections.25.modules.0"],"modules.169":["sections.25.modules.1"],"modules.170":["sections.25.modules.2"],"modules.171":["sections.25.modules.3"],"modules.172":["sections.25.modules.4"],"modules.173":["sections.25.modules.5"],"modules.174":["sections.25.modules.6"],"modules.175":["sections.26.modules.0"],"modules.176":["sections.26.modules.1"],"modules.177":["sections.26.modules.2"],"modules.178":["sections.26.modules.3"],"modules.179":["sections.26.modules.4"],"modules.180":["sections.26.modules.5"],"modules.181":["sections.26.modules.6"],"modules.182":["sections.27.modules.0"],"modules.183":["sections.27.modules.1"],"modules.184":["sections.27.modules.2"],"modules.185":["sections.27.modules.3"],"modules.186":["sections.28.modules.0"],"modules.187":["sections.28.modules.1"],"modules.188":["sections.29.modules.0"],"modules.189":["sections.29.modules.1"],"modules.190":["sections.29.modules.2"],"modules.191":["sections.29.modules.3"],"modules.192":["sections.29.modules.4"],"modules.193":["sections.29.modules.5"],"modules.194":["sections.29.modules.6"],"modules.195":["sections.30.modules.0"],"modules.196":["sections.30.modules.1"],"modules.197":["sections.30.modules.2"],"modules.198":["sections.30.modules.3"],"modules.199":["sections.30.modules.4"],"modules.200":["sections.30.modules.5"],"modules.201":["sections.30.modules.6"],"modules.202":["sections.31.modules.0"],"modules.203":["sections.31.modules.1"],"modules.204":["sections.31.modules.2"],"modules.205":["sections.31.modules.3"],"modules.206":["sections.31.modules.4"],"modules.207":["sections.31.modules.5"],"modules.208":["sections.31.modules.6"],"modules.209":["sections.32.modules.0"],"modules.210":["sections.32.modules.1"],"modules.211":["sections.32.modules.2"],"modules.212":["sections.32.modules.3"],"modules.213":["sections.32.modules.4"],"modules.214":["sections.32.modules.5"],"modules.215":["sections.32.modules.6"],"modules.216":["sections.32.modules.7"],"modules.217":["sections.33.modules.0"],"modules.218":["sections.33.modules.1"],"modules.219":["sections.33.modules.2"],"modules.220":["sections.33.modules.3"],"modules.221":["sections.33.modules.4"],"modules.222":["sections.33.modules.5"],"modules.223":["sections.34.modules.0"],"modules.224":["sections.34.modules.1"],"modules.225":["sections.34.modules.2"],"modules.226":["sections.34.modules.3"],"modules.227":["sections.34.modules.4"],"modules.228":["sections.34.modules.5"],"modules.229":["sections.34.modules.6"],"modules.230":["sections.35.modules.0"],"modules.231":["sections.35.modules.1"],"modules.232":["sections.35.modules.2"],"modules.233":["sections.35.modules.3"],"modules.234":["sections.35.modules.4"],"modules.235":["sections.35.modules.5"],"modules.236":["sections.36.modules.0"],"modules.237":["sections.36.modules.1"],"modules.238":["sections.36.modules.2"],"modules.239":["sections.36.modules.3"],"modules.240":["sections.36.modules.4"],"modules.241":["sections.36.modules.5"],"modules.242":["sections.36.modules.6"],"modules.243":["sections.36.modules.7"],"modules.244":["sections.36.modules.8"],"modules.245":["sections.36.modules.9"]},"v":1}},"dataUpdateCount":1,"dataUpdatedAt":1792196629767,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["learningPaths","getBySlug"],{"input":{"slug":"lld-system-design"},"type":"query"}],"queryHash":"[[\"learningPaths\",\"getBySlug\"],{\"input\":{\"slug\":\"lld-system-design\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630041,"state":{"data":{"json":{"path":{"archivedAt":null,"id":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","slug":"lld-system-design","title":"Low-Level System Design","description":"Master low-level design and object-oriented design across 37 chapters and 1003+ pages.","image":null,"color":"#0EA5E9","keyTopics":["Object-oriented design","SOLID principles","Design patterns","API and persistence design","Concurrency fundamentals","Clean architecture","Testing and maintainability","LLD interview preparation"],"estimatedHours":167,"problemCount":0,"visualizerCount":0,"quizCount":0,"learningCount":1003,"difficulty":"INTERMEDIATE","idealFor":["Software developers","Backend and full-stack engineers","Interview candidates","Engineers improving design skills"],"prerequisites":["Basic programming and OOP concepts","Comfort with classes and interfaces","Familiarity with one OOP language"],"skillsGained":["Domain modeling","Class and API design","Applying SOLID effectively","Pattern selection and trade-offs","Concurrency-safe design","Maintainable code architecture"],"outcomes":["Design extensible object models","Build maintainable service components","Choose appropriate design patterns","Improve code quality and testability","Perform strongly in LLD interviews"],"overview":"This LLD learning path develops practical software design skills from object modeling to production-ready architecture decisions.\n\n**What you'll learn:**\n• OOP and UML fundamentals\n• SOLID and essential design principles\n• Creational, structural, and behavioral patterns\n• API, persistence, and caching design\n• Concurrency and resource management\n• End-to-end LLD case studies","createdAt":"2026-10-15T17:47:45.111Z","updatedAt":"2026-10-15T17:54:18.881Z","modules":[{"id":"seed_da74e17c73d4bdef48e2ebe0d48b75eb","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"What Is Lld","order":1,"contentType":"LEARNING","contentSlug":"what-is-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_c48df6e23317abe1aa7d89ebbd76a822","title":"Definition of Low-Level Design","order":0},{"id":"seed_b3d1a8779d86f4d06befc48e63ed12b7","title":"LLD as the Bridge Between Requirements and Code","order":1},{"id":"seed_883621a54638503b51e76c6b91f37ac5","title":"Scope of LLD: Classes, Interfaces, Methods, Interactions","order":2},{"id":"seed_018e60441576cefd008ee95324f6c752","title":"LLD as a Thinking Discipline, Not Just Documentation","order":3}]},{"id":"seed_778934f0d6849d48df17c1ad6c07e72b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Lld Vs Hld","order":2,"contentType":"LEARNING","contentSlug":"lld-vs-hld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_4432fe22326c42029f5fedd0ed797a29","title":"High-Level Design: System Architecture, Services, and Databases","order":0},{"id":"seed_f39f69d3e3145e30b2eaeb7ff9b603b4","title":"Low-Level Design: Classes, Objects, Methods, and Relationships","order":1},{"id":"seed_bc3847dc84c500eec3e43eda827fc17a","title":"How LLD Fits Within the Overall Design Process","order":2},{"id":"seed_9c25f773cee6aa7988593d434a3de228","title":"When to Focus on HLD vs LLD","order":3}]},{"id":"seed_95e3d95deccee4b3e3b64cac2d19f2d5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Why Lld Matters","order":3,"contentType":"LEARNING","contentSlug":"why-lld-matters","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_bf127d37e00cea5cc8f7bb686ed1f611","title":"Code Maintainability and Readability","order":0},{"id":"seed_66300ad0a1e672acea0b931e9ec58f4f","title":"Reducing Technical Debt","order":1},{"id":"seed_bd9274a155a38f68cba58dacca055ef4","title":"Enabling Team Collaboration","order":2},{"id":"seed_617e719e6c159e65f105e3012e9a525a","title":"Supporting Testing and Debugging","order":3},{"id":"seed_c55450271c0fd9519cd7cb7f528ddd6e","title":"Foundation for Refactoring","order":4}]},{"id":"seed_094de77501d4b53e2f6f06692188724f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Lld Mindset Thinking In Components","order":4,"contentType":"LEARNING","contentSlug":"lld-mindset-thinking-in-components","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_f95f3f996562ef23ae17a33f4c6915a6","title":"Breaking Systems into Manageable Pieces","order":0},{"id":"seed_d95ae9188172ca09218dc4aeedfe9a78","title":"Identifying Responsibilities and Boundaries","order":1},{"id":"seed_890b4d4453c0f80ae98fa5f8e347850b","title":"Thinking About Interactions Before Implementation","order":2},{"id":"seed_f89526fe0be8c85dbd2a0167a4c2eee3","title":"Balancing Flexibility with Simplicity","order":3}]},{"id":"seed_189f4cfae259fa06e7ded9a2582c6d2c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Lld In Interviews Vs Real World","order":5,"contentType":"LEARNING","contentSlug":"lld-in-interviews-vs-real-world","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_5f72e15e9a176181252c8e31ec3fbabf","title":"Interview LLD — Time-Constrained, Focused Scope","order":0},{"id":"seed_9faedd0d3d4a0107aa1717126a31f95e","title":"Real-World LLD — Iterative, Evolving, Team-Based","order":1},{"id":"seed_eb04bfd1ccf86fa00227072925ac68ff","title":"Common Interview Expectations","order":2},{"id":"seed_e1e2e17edf8006ce1df525548fe52c10","title":"Bridging Theory and Practice","order":3}]},{"id":"seed_6c846f026ab6f60428f58578dd8553a8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 1: Introduction To Lld","sectionOrder":1,"title":"Prerequisites And Learning Path","order":6,"contentType":"LEARNING","contentSlug":"lld-prerequisites-and-learning-path","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_ec94603de2be05ddd1a611533e528fea","title":"Required Foundational Knowledge","order":0},{"id":"seed_de04a903659a51d571808226fa37e24f","title":"How This Curriculum Is Structured","order":1},{"id":"seed_73e4b36ab7ea38c8d3d2db06f549782c","title":"Recommended Practice Approach","order":2},{"id":"seed_c45b065326cf0e7a4d265c0ef53a1e3a","title":"Setting Expectations for Mastery","order":3}]},{"id":"seed_5f10ed873dedc742abcfabbe08d367b5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"From Procedural To Oo","order":1,"contentType":"LEARNING","contentSlug":"from-procedural-to-oo","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_18b57a5ff9332d9654c1c022b7154e20","title":"The Procedural Programming Paradigm","order":0},{"id":"seed_d47995ded64209f14d2cefde4d94b540","title":"The Object-Oriented Mental Model","order":1},{"id":"seed_7f0eeddfdf2ebdce0452dd54e789c19d","title":"Why the Shift Matters for Complex Systems","order":2},{"id":"seed_f4d45a0c2fa41c7eb8fb8de7a3e1e3c5","title":"Common Pitfalls in the Transition","order":3}]},{"id":"seed_46639e27cdc7109390b7ce754380d88b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Identifying Objects In Problem Statements","order":2,"contentType":"LEARNING","contentSlug":"identifying-objects-in-problem-statements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_c7301b4e41498afe1e1c015b9ea9567c","title":"Reading Requirements with an OO Lens","order":0},{"id":"seed_5c0765644fb49ad4c1ca61fb4dfab384","title":"Nouns as Potential Objects","order":1},{"id":"seed_22ad69a9722ef0d125bcb203e57cc079","title":"Verbs as Potential Methods","order":2},{"id":"seed_cc7dbc8820da8d37889deef65ffb3ad9","title":"Practicing Object Identification","order":3}]},{"id":"seed_9f5576f9b0d9e2b47c9b5dfc34604ecf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Entities Attributes Behaviors","order":3,"contentType":"LEARNING","contentSlug":"entities-attributes-behaviors","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_89030b7253aa17227931782ea20aa030","title":"Understanding Entities — The Building Blocks of Your System","order":0},{"id":"seed_6aaaf4675ed7edd3dbe606d1f9e629ff","title":"Attributes — Properties That Describe Entities","order":1},{"id":"seed_0f4cc21cfc6f42a391f9e82ec960ba9a","title":"Behaviors — Actions That Entities Perform","order":2},{"id":"seed_941a3bf41009c43ec28605da2bb27bec","title":"Distinguishing Essential from Incidental Properties","order":3}]},{"id":"seed_eb81cacfbd69c4cbc7654161a604b12e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Relationships Between Objects","order":4,"contentType":"LEARNING","contentSlug":"relationships-between-objects","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_b09a33b54d18b0db9539bb95135e1fdf","title":"Association — Objects That Know Each Other","order":0},{"id":"seed_9fa848ce7ece5e1f36dcd8a871c7e3d8","title":"Dependency — Objects That Use Each Other","order":1},{"id":"seed_b046899ecfce047310075e003182c407","title":"Aggregation — Whole-Part with Independent Lifecycle","order":2},{"id":"seed_43bec1bf740dc344b1c8285188dcc362","title":"Composition — Whole-Part with Dependent Lifecycle","order":3}]},{"id":"seed_636bd1ad92e89db9396cd1b368eb868f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"State And Behavior Modeling","order":5,"contentType":"LEARNING","contentSlug":"state-and-behavior-modeling","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_c58a4afac64f29772ea5ffb7f6c91b15","title":"Object State — The Current Values of Attributes","order":0},{"id":"seed_dd7217b863688bcb244d6c6dfa07d879","title":"State Transitions and Lifecycles","order":1},{"id":"seed_2ec6c13ce1291d97bde4a14d7018abaa","title":"Behavior as State Manipulation","order":2},{"id":"seed_efc2f7a1565497cc6459189c3a79bc2d","title":"Stateful vs Stateless Design","order":3}]},{"id":"seed_36d3d57efb9dffdd64a847a234304e2d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 2: Thinking In Objects","sectionOrder":2,"title":"Real World To Code Translation","order":6,"contentType":"LEARNING","contentSlug":"real-world-to-code-translation","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_ca77828af368f163fa7bc7247c70bb44","title":"From Domain Concepts to Classes","order":0},{"id":"seed_09f6ddd1476e367dc4ff77460f173890","title":"Domain Language in Code — Ubiquitous Language","order":1},{"id":"seed_f9ccb3aea6892d0e43b0faf241513cd9","title":"Avoiding Implementation-Driven Design","order":2},{"id":"seed_56f8419e8e6a0ce9d9b077a65d16c3ba","title":"Validating Design Against Requirements","order":3}]},{"id":"seed_dc7beec34ee4458aee0b87574abf46d1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Why We Need Design Diagrams","order":1,"contentType":"LEARNING","contentSlug":"why-we-need-design-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_bef8cc0ad163ad2dbe98b119254a7067","title":"Communicating Complex Ideas — The Limits of Words","order":0},{"id":"seed_69831b32fd4d35d2f940385cc924fc63","title":"Design Documentation for Teams — Creating Persistent Knowledge","order":1},{"id":"seed_6e8670b5d142ee77aeab3e2bac554cf6","title":"Visual Validation of Design Decisions — Diagrams as Design Proofs","order":2},{"id":"seed_ab92577cf1ec290bd8b68fb69c30ac75","title":"Diagrams as Thinking Tools — Externalizing the Design Process","order":3}]},{"id":"seed_a1542f810360eee6eefbd9bffc15b3ed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Uml Overview","order":2,"contentType":"LEARNING","contentSlug":"uml-overview","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_681d3194e2d4e9b3edfd8cc5ce71e027","title":"What is UML (Unified Modeling Language)","order":0},{"id":"seed_863f35833c4b5055e1792709e0c5c70b","title":"Brief History and Purpose of UML","order":1},{"id":"seed_6e4d4bb3f7c5e2636423bdd170be83d2","title":"UML Diagram Categories","order":2},{"id":"seed_e1c26e51aaa08732f4b0587263d7889c","title":"When to Use UML vs Informal Diagrams","order":3}]},{"id":"seed_283778a4a6c84cfa10aca570c814a281","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Class Diagrams","order":3,"contentType":"LEARNING","contentSlug":"class-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_cec6ef02b672bfc0bb64d3307b3f310a","title":"Class Notation — Name, Attributes, Methods","order":0},{"id":"seed_e4e729c2338272b037c74cc6dfe4fc47","title":"Visibility Markers — Public, Private, Protected","order":1},{"id":"seed_47f779a8c0c93f5de548ddb23a94198d","title":"Static and Abstract Notation","order":2},{"id":"seed_a586eb15d9dce0d44f6d2bfca921b690","title":"Reading and Creating Class Diagrams","order":3}]},{"id":"seed_9c69001e4a0889eaee6f2ba756e288de","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Relationships In Diagrams","order":4,"contentType":"LEARNING","contentSlug":"uml-relationships","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_72d78d000a18dfadd6b03dbce111d425","title":"Association Lines and Multiplicity","order":0},{"id":"seed_491a2649e6f07dc9539d63013fc03de0","title":"Aggregation — Hollow Diamond","order":1},{"id":"seed_7b30b3344779d327f708ab24c9310256","title":"Composition — Filled Diamond","order":2},{"id":"seed_ca01bd4695944e64ed252d1c68d2ed7a","title":"Inheritance — Hollow Triangle Arrow","order":3},{"id":"seed_f516458a5180415eeb24869f18f4d83a","title":"Dependency — Dashed Arrow","order":4}]},{"id":"seed_95e6369d513b75eab5ea405d4fdb618f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Sequence Diagrams Behavior Over Time","order":5,"contentType":"LEARNING","contentSlug":"sequence-diagrams-behavior-over-time","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_303051a206bb4f36c8d133c86524a785","title":"Objects as Lifelines","order":0},{"id":"seed_d84501dee6f685fb00b523831d8df460","title":"Messages Between Objects","order":1},{"id":"seed_0727784f914737e7e3941b390aa1fe73","title":"Synchronous vs Asynchronous Calls","order":2},{"id":"seed_356bc3588ac310309fcf5372748e5e3b","title":"Return Values and Self-Calls","order":3},{"id":"seed_aae1a6c1334939101ebfd2e5df3f0792","title":"Fragments: Loops, Conditionals","order":4}]},{"id":"seed_0ed28be5ecf1baf9f05d40bac9932ca7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Use Case Diagrams","order":6,"contentType":"LEARNING","contentSlug":"use-case-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_96eb547b703183fa83a52bac941fb2a2","title":"Actors and Use Cases — The Foundation of Requirements Visualization","order":0},{"id":"seed_7a5e2fea5e50bdcd63308f655af2c3d8","title":"System Boundaries — Defining What's In and What's Out","order":1},{"id":"seed_36727a455f4171835bd147a80b3aa920","title":"Include and Extend Relationships — Modeling Use Case Dependencies","order":2},{"id":"seed_56e9b95fa367b5ccb71c351e6ef93fbf","title":"Use Cases for Requirement Gathering — From Vision to Specification","order":3}]},{"id":"seed_bf1cae02bf90d7885655b40d7756bb7a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"Activity State Diagrams","order":7,"contentType":"LEARNING","contentSlug":"activity-state-diagrams","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_4486a71af3fe8df853aee183f0117528","title":"Activity Diagrams — Workflow and Process","order":0},{"id":"seed_277ca2c38c1b7a764b673c8eae7d09cb","title":"State Diagrams — Object Lifecycle","order":1},{"id":"seed_18d2676a3076b31ba841a66eabee3bc7","title":"When to Use Each — Choosing the Right Behavioral Diagram","order":2},{"id":"seed_ef543ebffaf8585e2493af7ee3d121d9","title":"Keeping Diagrams Simple","order":3}]},{"id":"seed_27be8950e0a7ca2b55e789d017759008","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 3: Uml Design Representation","sectionOrder":3,"title":"When To Use Which Diagram","order":8,"contentType":"LEARNING","contentSlug":"when-to-use-which-diagram","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_d9961c18612af89f35442841884ebc95","title":"Class Diagrams for Structure","order":0},{"id":"seed_4b068dede72ae9a7d1dacba70d3c54d9","title":"Sequence Diagrams for Interactions","order":1},{"id":"seed_fe5aab26b1032535b4ab82240df9bea6","title":"Use Case Diagrams for Requirements","order":2},{"id":"seed_5b405552e51500938300d302697920f4","title":"Matching Diagram Type to Communication Goal","order":3}]},{"id":"seed_166823daca2d18635c97caefb96c2e41","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"What Is Class What Is Object","order":1,"contentType":"LEARNING","contentSlug":"what-is-class-what-is-object","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_fc2c226fc82cd554339a5404a71ddc9d","title":"Class as a Blueprint","order":0},{"id":"seed_56dc1b06ea1cde7e4f209d3231806919","title":"Object as an Instance","order":1},{"id":"seed_ba76eda72fe96e1835841a3089bf6815","title":"Class vs Object Relationship","order":2},{"id":"seed_6026408c24da1c65bf9e947e326a2d75","title":"Multiple Objects from One Class","order":3}]},{"id":"seed_322634ed40774e4a77015e0433179d06","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Attributes And Methods","order":2,"contentType":"LEARNING","contentSlug":"attributes-and-methods","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_169f9061cf68d8b2c30ef8d9eaaf3a9a","title":"Attributes — Object State","order":0},{"id":"seed_20d794aae3ab856d3914c5eb17618104","title":"Methods — Object Behavior","order":1},{"id":"seed_abbee12f38d2642d81d534f074eb669e","title":"Designing Meaningful Attributes","order":2},{"id":"seed_0c5d688f46c8f73baf2fcd97f6c16c57","title":"Designing Cohesive Methods","order":3}]},{"id":"seed_f6705dbb6228a71e08a4ad4187941ec9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Constructors And Object Lifecycle","order":3,"contentType":"LEARNING","contentSlug":"constructors-and-object-lifecycle","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.189Z","pages":[{"id":"seed_ba117750442396942c2800b2bb8428ed","title":"Constructor Purpose and Types","order":0},{"id":"seed_20f8631269877483e468d43d1d112844","title":"Default vs Parameterized Constructors","order":1},{"id":"seed_9c70567c02bcec67297a79565ff2e236","title":"Object Initialization Best Practices","order":2},{"id":"seed_870da57ff62d8f94cbdac4470c01ad7b","title":"Object Destruction and Cleanup","order":3}]},{"id":"seed_6b800f95d9a444455534fee651269739","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Access Modifiers Visibility","order":4,"contentType":"LEARNING","contentSlug":"access-modifiers-visibility","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_c728d8d1fac7720b9efc0d31e638b404","title":"Public — Accessible Everywhere","order":0},{"id":"seed_f8ae7bcda134f5a0fb25e4a862da14b8","title":"Private — Accessible Within Class Only","order":1},{"id":"seed_3fb4d2c61fe7a664930f3996523e349f","title":"Protected — Accessible in Inheritance Hierarchy","order":2},{"id":"seed_a18612169625872647e37b43c37645e4","title":"Package/Internal — Language-Specific Access","order":3}]},{"id":"seed_dcaea37542bb34f9c16f4c110d57ffb4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Static Vs Instance Members","order":5,"contentType":"LEARNING","contentSlug":"static-vs-instance-members","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_ce19642c5fbbd4a38672062b6d007991","title":"Instance Members — Per-Object State and Behavior","order":0},{"id":"seed_8026a08069fc32c5e71181544ba16951","title":"Static Members — Per-Class State and Behavior","order":1},{"id":"seed_fadaacd171255262fd3959b7f2b68ceb","title":"When to Use Static — Design Criteria and Patterns","order":2},{"id":"seed_5d61f9f8dc3c39b9681a6d7c15567578","title":"Static Method Limitations — Constraints and Design Implications","order":3}]},{"id":"seed_a3e5332d704341d5c3a9fb945a5378f6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Object Identity Equality Hashing","order":6,"contentType":"LEARNING","contentSlug":"object-identity-equality-hashing","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_cfcfd464c9769a0cfbf7e9a0fbc1924a","title":"Object Identity — The Concept of Same Memory Location","order":0},{"id":"seed_cdf5cccf20770591cb728d97b24979cc","title":"Object Equality — The Concept of Same Value","order":1},{"id":"seed_ebe3740423d293132b965f808120e5c0","title":"Implementing equals() and hashCode()","order":2},{"id":"seed_ad053f163a5b2d0d237b2b99da9f09e4","title":"Consistency Requirements","order":3}]},{"id":"seed_474d8467f9840e66de7ddcae3dad112d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 4: Classes Objects The Building Blocks","sectionOrder":4,"title":"Designing Clean Classes","order":7,"contentType":"LEARNING","contentSlug":"designing-clean-classes","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_0cee791f6f17e0ac458e5cb7f3398cb7","title":"Single Purpose Classes: The Foundation of Clean Design","order":0},{"id":"seed_501604165b35539e92bc0305b9b0cbdb","title":"Meaningful Names: The Art of Intention-Revealing Class Names","order":1},{"id":"seed_6da660280f89a883604136f9c174b575","title":"Appropriate Size: Finding the Right Balance for Class Design","order":2},{"id":"seed_9a45c3bf2b89bcb24dbafcfcb8f348b5","title":"Cohesive Members: Creating Unity Within Classes","order":3},{"id":"seed_b5bee481b662dd6954120bfc6bb9ce7f","title":"Class Design Checklist: A Practical Guide to Clean Classes","order":4}]},{"id":"seed_bb27ea6e1969ed891d9e206258f88ad8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"What Is Encapsulation","order":1,"contentType":"LEARNING","contentSlug":"what-is-encapsulation","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_d29cddc38f2e3188e4e40f1de218d667","title":"Definition of Encapsulation","order":0},{"id":"seed_0fab2b39c459f731e172020ee540a2fa","title":"Bundling Data and Behavior","order":1},{"id":"seed_4b9ec4ef3e218b151b4bf0a06f0ea6db","title":"Hiding Implementation Details","order":2},{"id":"seed_690bc9dbef61b800768a09dd7137eada","title":"Why Encapsulation Matters","order":3}]},{"id":"seed_9b27cac6c031352578845b4bc3bbef84","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Data Hiding Principles","order":2,"contentType":"LEARNING","contentSlug":"data-hiding-principles","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_30c145b282cbfe632c307eafeee2b015","title":"Private Fields, Public Interface","order":0},{"id":"seed_b514f679ec7f70f22a7c06723d310ee3","title":"Controlling Access to State","order":1},{"id":"seed_3280717d50694844da4a17bec59fc040","title":"Preventing Invalid State","order":2},{"id":"seed_8911e2a2b71f2c3b62c5160ac53714ea","title":"Encapsulation as Protection","order":3}]},{"id":"seed_6a3cd03202849aa2f73df3c833338375","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Getters And Setters When And Why","order":3,"contentType":"LEARNING","contentSlug":"getters-and-setters-when-and-why","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_f6b3600598c234ff1a1644d7dc800af4","title":"Purpose of Accessors","order":0},{"id":"seed_560bbf33a5dcc54beddae9d1bbfb61c9","title":"When to Use Getters","order":1},{"id":"seed_7863949d6bcb8001003e8f105bea501c","title":"When to Avoid Setters","order":2},{"id":"seed_c08ebdcf81b0698f083f217e1e760fcd","title":"Tell, Don't Ask Principle Introduction","order":3}]},{"id":"seed_6c546cfca78f519dd607364bc8c14bf0","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Immutable Objects","order":4,"contentType":"LEARNING","contentSlug":"immutable-objects","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_bd4ce78e38e24222020cbf106efb0670","title":"What Is Immutability","order":0},{"id":"seed_60e81025665a0d9c9757fb517648d3bc","title":"Benefits: Thread Safety, Simplicity, and Beyond","order":1},{"id":"seed_def54c8484877c9c73eea7d2be1523f5","title":"Designing Immutable Classes","order":2},{"id":"seed_2fed94761ea74b0ec63608b25fe66028","title":"Immutability Trade-offs","order":3}]},{"id":"seed_34de1762027e2db0acb12ca78bb5c2cc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Defensive Copying","order":5,"contentType":"LEARNING","contentSlug":"defensive-copying","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_3cbfe2a6db77692915a3f13fba322a94","title":"The Problem of Mutable References","order":0},{"id":"seed_d43b50acc1269b5b270794837b0495d6","title":"Defensive Copy on Input","order":1},{"id":"seed_d2e3f3c98df713c217d414df0b6e2a13","title":"Defensive Copy on Output","order":2},{"id":"seed_182c2e2bf21b0683f74328febc5f5671","title":"When Defensive Copying Is Necessary","order":3}]},{"id":"seed_60b4909c83f766a2dbf0c4dd01ad31bc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 5: Encapsulation Protecting Data Behavior","sectionOrder":5,"title":"Encapsulation In Practice","order":6,"contentType":"LEARNING","contentSlug":"encapsulation-in-practice","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_27cd0fdb61a3d2d9501eba6a0cda27b5","title":"Encapsulation Code Examples","order":0},{"id":"seed_561c5c7350fa1d86171fdb3b0c4556e7","title":"Common Encapsulation Mistakes","order":1},{"id":"seed_e726b2df6671788683028384ce675ea4","title":"Refactoring for Better Encapsulation","order":2},{"id":"seed_ab70cd0f4d49638a1910a1879262889e","title":"Encapsulation Checklist","order":3}]},{"id":"seed_47dc919f28df10d59a5d56f472412545","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"What Is Inheritance","order":1,"contentType":"LEARNING","contentSlug":"what-is-inheritance","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_1d667d669af79cae333db6b53f7578dd","title":"Definition of Inheritance","order":0},{"id":"seed_804eb39a4fb2072ff86c5cbc267d7801","title":"Parent/Child (Superclass/Subclass) Relationship","order":1},{"id":"seed_2190beeb3b547b7dfc8f417dbfbcaaa8","title":"Inheriting Attributes and Methods","order":2},{"id":"seed_f82270a7dd1762af5f7502507f397e41","title":"Inheritance as Specialization","order":3}]},{"id":"seed_79f6c0639dbfeb8400a38ce23f02a799","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Is A Relationship","order":2,"contentType":"LEARNING","contentSlug":"is-a-relationship","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_c023b2a8b857791817a588bdc27de17a","title":"When Inheritance Is Appropriate","order":0},{"id":"seed_54c53946ea2999d269d911dcf5be5881","title":"IS-A Test for Inheritance","order":1},{"id":"seed_aa8598aee31d62bf77a035273ead01a8","title":"Common Inheritance Mistakes","order":2},{"id":"seed_867366057e79a5c824d8825efc4c811c","title":"Inheritance for Behavior, Not Just Code Reuse","order":3}]},{"id":"seed_a2d0a67913ddadcd3ad88d6d6c36eab5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Method Overriding","order":3,"contentType":"LEARNING","contentSlug":"method-overriding","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_18497f8924218b1eed0736108d6caca9","title":"Redefining Inherited Methods","order":0},{"id":"seed_7eccda0d043e1bf7725a6fca154990c6","title":"Override Rules and Constraints","order":1},{"id":"seed_fa65c0cf3f9ecd6ec19ed9cb8546da75","title":"Calling Parent Method with Super","order":2},{"id":"seed_b3a915573bac476e280b10d738764c7e","title":"Covariant Return Types","order":3}]},{"id":"seed_d85594dc748eccdbea4005e2f40df194","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Super Keyword Chain Calls","order":4,"contentType":"LEARNING","contentSlug":"super-keyword-chain-calls","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_4b8874f866a3929f85c2b9e112bcaf83","title":"Accessing Parent Class Members","order":0},{"id":"seed_1439c87ac44c91cf4fdc67941a8178bb","title":"Constructor Chaining","order":1},{"id":"seed_ddddd158ed59c4052b114680e5241478","title":"Method Chaining with super","order":2},{"id":"seed_fbdbc2bdb20aa2141aefb7b60d221077","title":"Initialization Order","order":3}]},{"id":"seed_97468a185509f26eb4d956c2798f1bf1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Inheritance Hierarchies Design","order":5,"contentType":"LEARNING","contentSlug":"inheritance-hierarchies-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_e9e624277b21a11b03e06bfd14c55b47","title":"Shallow vs Deep Hierarchies","order":0},{"id":"seed_632856c6a2292a0f3b70ff06d92d1832","title":"Single vs Multiple Inheritance","order":1},{"id":"seed_1f36468260097bd7699a5cfd22ef8162","title":"The Diamond Problem","order":2},{"id":"seed_f3ba082c9998ce5287dd3387c5aae5c3","title":"Designing Inheritance Hierarchies","order":3}]},{"id":"seed_9bdca43d2315b271e35a2ef8e395b55d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"When Inheritance Goes Wrong","order":6,"contentType":"LEARNING","contentSlug":"when-inheritance-goes-wrong","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_72ae53d7c87f48e47989ce1e3ad91405","title":"The Fragile Base Class Problem","order":0},{"id":"seed_bcbc8884f1014bbdcb4f41b8fc02922a","title":"Breaking Encapsulation Through Inheritance","order":1},{"id":"seed_6dc01c18b269f90ede7cc768b3a31344","title":"Rigid Hierarchies — The Inflexibility Problem","order":2},{"id":"seed_96c71c3cf98b418740199eda65c83978","title":"Signs of Inheritance Misuse — Recognizing Anti-patterns","order":3}]},{"id":"seed_b7cd866ae2fc8c3008e94a6da4e735c5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 6: Inheritance Reuse Hierarchies","sectionOrder":6,"title":"Abstract Classes","order":7,"contentType":"LEARNING","contentSlug":"abstract-classes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_e18188f2bce7034e8c24ee73ade05c71","title":"What Is an Abstract Class","order":0},{"id":"seed_471d0110bccfe83ae4455a24cb2ccaba","title":"Abstract Methods — Contracts Without Implementation","order":1},{"id":"seed_db3d2f18ce956322ee17fe761f50cd0e","title":"When to Use Abstract Classes","order":2},{"id":"seed_02e13691af54a75d49a98d3fe8fad1de","title":"Abstract Class vs Interface — The Critical Distinction","order":3}]},{"id":"seed_4e626fb84a410929e4cb3ed05baaad0a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"What Is Polymorphism","order":1,"contentType":"LEARNING","contentSlug":"what-is-polymorphism","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_fc5c3aaf9cfc7b69c0d6c0338ef65618","title":"Definition of Polymorphism — Many Forms","order":0},{"id":"seed_3d2cc5adce0c990376c8ef90586d65a0","title":"Polymorphism as Flexibility Enabler","order":1},{"id":"seed_620de0e66fa1282d4ba42d8109710372","title":"Types of Polymorphism","order":2},{"id":"seed_0434442dbe6801022982f71d8d91337e","title":"Why Polymorphism Matters","order":3}]},{"id":"seed_dedd248652f91e3dcb7f27d95d7a5e7f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Compile Time Vs Runtime Polymorphism","order":2,"contentType":"LEARNING","contentSlug":"compile-time-vs-runtime-polymorphism","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_9a34cccf37de090acf9243188b51ab4b","title":"Static (Compile-Time) Polymorphism","order":0},{"id":"seed_0b6b3af16965fce38f299f202f874045","title":"Dynamic (Runtime) Polymorphism","order":1},{"id":"seed_7dca96fe2bd4e402db653fa2f5e401d2","title":"How the Compiler/Runtime Resolves Calls","order":2},{"id":"seed_f3fd874e7d8760ef4dfec6a4e2399abe","title":"Performance Considerations","order":3}]},{"id":"seed_a3ed79c43d060af220f5074a8150a9e1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Method Overloading","order":3,"contentType":"LEARNING","contentSlug":"method-overloading","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_fa056f1c0e3b510a618334bd1ac693b7","title":"Same Name, Different Parameters","order":0},{"id":"seed_748dd98cb5f59f78b655f2bd7e5e3b42","title":"Overloading Rules","order":1},{"id":"seed_18f3f669d0fbf8ae9c2b4741752ba931","title":"When to Use Overloading","order":2},{"id":"seed_ba2a8a024ea8eaa76735dcd5b674ee0d","title":"Overloading Pitfalls","order":3}]},{"id":"seed_da3d93f57df0f222a390ae11845b960f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Method Overriding Revisited","order":4,"contentType":"LEARNING","contentSlug":"method-overriding-revisited","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_81ca3cfed422a38fdea5fdb70d3d30cf","title":"Overriding for Polymorphic Behavior","order":0},{"id":"seed_2797d134669e2d4290790991125a6bf3","title":"Virtual Method Dispatch","order":1},{"id":"seed_c7b2381519f4839937615cca8f2950f9","title":"Override Annotations","order":2},{"id":"seed_0c8160aace49bbb5d67565a4171f190b","title":"Overriding and Liskov Substitution Preview","order":3}]},{"id":"seed_71f77ac4a1f0c804e293fb081918cf02","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Polymorphism Through Interfaces","order":5,"contentType":"LEARNING","contentSlug":"polymorphism-through-interfaces","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_3ec72fc5f83d6db3429da7f2df29426f","title":"Interfaces as Contracts","order":0},{"id":"seed_d4af8b79776e19f446a746c339c89993","title":"Implementing Multiple Interfaces","order":1},{"id":"seed_4e0928c3d7bf493b00798e38c4889427","title":"Interface Polymorphism Examples","order":2},{"id":"seed_de1f94fd4f5f95b6fe2201f4629aea7b","title":"Interfaces vs Abstract Classes","order":3}]},{"id":"seed_168e03dd8b559d363713e2851dd8c0eb","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Programming To Interfaces","order":6,"contentType":"LEARNING","contentSlug":"programming-to-interfaces","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_1c3c89548d86dab1d732393847bc8640","title":"Depending on Abstractions","order":0},{"id":"seed_f6bdca46ac843d3178395522f6c19df9","title":"Flexibility Through Interfaces","order":1},{"id":"seed_78bbd6556d37a312ac399e5896b13c86","title":"Reducing Coupling","order":2},{"id":"seed_af353954d43186ab66cc6ac6751f3cce","title":"Interface-Based Design","order":3}]},{"id":"seed_07ce71b316ac60e58a6c1e713d498fc9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 7: Polymorphism Flexible Behavior","sectionOrder":7,"title":"Polymorphism Patterns Practice","order":7,"contentType":"LEARNING","contentSlug":"polymorphism-patterns-practice","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.190Z","pages":[{"id":"seed_71fa87b4f719d41c7b7f50be5b3e06ec","title":"Factory Methods Using Polymorphism","order":0},{"id":"seed_c8b825629421d40c31d8c9db1efb151d","title":"Strategy Using Polymorphism","order":1},{"id":"seed_ea00c313c75f4ab3ab6bdfc593a96f1d","title":"Polymorphic Collections","order":2},{"id":"seed_e8f4278d53c329d3c284a163c3788359","title":"Real-World Polymorphism Examples","order":3}]},{"id":"seed_ab5f84de0eac1b05fd85268689f30bcc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"What Is Abstraction","order":1,"contentType":"LEARNING","contentSlug":"what-is-abstraction","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.164Z","updatedAt":"2026-10-15T17:54:19.191Z","pages":[{"id":"seed_caf4df588be677bdcdd899cb77b36108","title":"Definition of Abstraction","order":0},{"id":"seed_bc985f8375c20d94863a1ac8371e2be9","title":"Abstraction as Simplification","order":1},{"id":"seed_c8cb83886f64b9148b3ad6897a12ce56","title":"Abstraction Levels","order":2},{"id":"seed_64773c29c70c8fed2fa9e9622dc480e1","title":"Abstraction vs Encapsulation","order":3}]},{"id":"seed_5fb5b497f96b7fbc6bb53b64300a0ea6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Abstract Classes Vs Interfaces","order":2,"contentType":"LEARNING","contentSlug":"abstract-classes-vs-interfaces","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.191Z","pages":[{"id":"seed_e6be1e287fb6d80a8a23e977ffbc6790","title":"Abstract Class — Partial Implementation","order":0},{"id":"seed_7fbda89f6593f95bdba8c72ef52d1636","title":"Interface — Pure Contract","order":1},{"id":"seed_55e1769af489f0af2e9e88752ce5ab74","title":"When to Use Abstract Classes","order":2},{"id":"seed_b3298b8db41336b5e488682d2f11cf47","title":"When to Use Interfaces","order":3},{"id":"seed_81ac09f0c6fe9c20ebb37d00449c0912","title":"Modern Interface Features — Default Methods","order":4}]},{"id":"seed_9262b09d5fb81fcb4b3f9fb7553ebfd1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Designing For Abstraction","order":3,"contentType":"LEARNING","contentSlug":"designing-for-abstraction","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_bbde393b4fc534c28c17ba4431ea4bd8","title":"Identifying Abstraction Boundaries","order":0},{"id":"seed_30b569a974cd7e271b73ebf8c5d445bb","title":"Hiding Implementation Details","order":1},{"id":"seed_b37852eb66de57fb868ed5a343e6cd61","title":"Stable Interfaces, Flexible Implementations","order":2},{"id":"seed_c5dd09d3351beeb4866958bc7fcb2db1","title":"Abstraction in Layered Design","order":3}]},{"id":"seed_49c0f381a40c7f1881a5c8eaefe09fe1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Abstraction Levels In System Design","order":4,"contentType":"LEARNING","contentSlug":"abstraction-levels-in-system-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_f30ba8f56a7f8c35f891ebf4abb6d836","title":"High-Level Abstractions","order":0},{"id":"seed_7cf5cd1f8350fa5bdd3099ebd1f9ecb2","title":"Low-Level Abstractions","order":1},{"id":"seed_e8eac5f29d91ed0c26838517f33caf2b","title":"Leaky Abstractions","order":2},{"id":"seed_77714050ecdd4ec5599150ac2e1de80a","title":"Abstraction Trade-offs","order":3}]},{"id":"seed_ca93cf0151c8626319950a591901b385","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"The Cost Of Wrong Abstractions","order":5,"contentType":"LEARNING","contentSlug":"cost-of-wrong-abstractions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_608a2efe0fb9806bedcab55551f23e78","title":"Over-Abstraction — When Abstractions Become Obstacles","order":0},{"id":"seed_d72bffd92d0badb5d2eebdd251b1b9d9","title":"Under-Abstraction — The Hidden Tax of Concrete Code","order":1},{"id":"seed_f866f8d9738f5ad67ae43df40b300772","title":"Premature Abstraction — The Timing Problem","order":2},{"id":"seed_08ffacb04e0576110c36d0d576bd9c89","title":"Signs of Wrong Abstraction — A Diagnostic Framework","order":3}]},{"id":"seed_b06442dfc12620e36515fae550b9e224","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 8: Abstraction Managing Complexity","sectionOrder":8,"title":"Refactoring Toward Better Abstractions","order":6,"contentType":"LEARNING","contentSlug":"refactoring-toward-better-abstractions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_10a0eb8b0c7e459f857e93c4598e7e64","title":"Identifying Abstraction Opportunities","order":0},{"id":"seed_a5ee2dd6d1c01c538aeb222ec5656768","title":"Extracting Interfaces","order":1},{"id":"seed_96aa082ed0b4bf8401f7a5775219eb66","title":"Introducing Abstract Classes","order":2},{"id":"seed_94d9824eb8bb276f34e968148a75268b","title":"Iterative Abstraction Improvement","order":3}]},{"id":"seed_2a008b9deb6fece573c136f5bf4bc3f4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Revisiting Inheritance Problems","order":1,"contentType":"LEARNING","contentSlug":"revisiting-inheritance-problems","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_0c970ec7979185a4d89f64136a43e44a","title":"Tight Coupling in Inheritance","order":0},{"id":"seed_b592c5a0d5a6bf70f95fb7b94a8f5389","title":"Fragile Base Class Revisited","order":1},{"id":"seed_27b98fc9f6ba38c48529cde0e0397013","title":"Inheritance Hierarchy Rigidity","order":2},{"id":"seed_191d4f4e125a88ce8fe1badbdb84f18c","title":"The Need for Alternatives","order":3}]},{"id":"seed_a4250aceb61207a618622e21034646ed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"What Is Composition","order":2,"contentType":"LEARNING","contentSlug":"what-is-composition","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_9e342f86de5042679f7d41bc43815967","title":"Definition of Composition","order":0},{"id":"seed_8038d2708ee1fb0bd6c8e3b82ed5af35","title":"Objects Containing Other Objects","order":1},{"id":"seed_9e69cd3176c5dabed70049f831f404e7","title":"Building Complex Objects from Simple Ones","order":2},{"id":"seed_f43e8a69b52269a75283b2aac350a078","title":"Composition as Assembly","order":3}]},{"id":"seed_78c3a03818aca688523d67eda9903eee","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Has A Vs Is A Relationships","order":3,"contentType":"LEARNING","contentSlug":"has-a-vs-is-a-relationships","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_cfc051195a49c79a75119dfe161a06da","title":"IS-A — The Inheritance Relationship","order":0},{"id":"seed_f3207331f58ed816de25721f851af605","title":"HAS-A — The Composition Relationship","order":1},{"id":"seed_da5266231dd65ae36a46533e622604cc","title":"Testing for the Right Relationship","order":2},{"id":"seed_7558763ddda92b640797d4eb58b95f67","title":"Common Relationship Mistakes","order":3}]},{"id":"seed_eff66edfca8ce63a1493cbe8b5ecdfe4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Favor Composition Over Inheritance","order":4,"contentType":"LEARNING","contentSlug":"favor-composition-over-inheritance","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_e26fb6e0f2ae0e42f73782b2c51d0f03","title":"The 'Favor Composition Over Inheritance' Principle Explained","order":0},{"id":"seed_9622520d88288e05362b4ffe61c4679d","title":"Why Composition is Often Preferred","order":1},{"id":"seed_c761cd316a717f922d10233caa32e9ea","title":"Flexibility Benefits of Composition","order":2},{"id":"seed_9a2bf0377f4140145b310ec294d856d1","title":"When This Principle Doesn't Apply","order":3}]},{"id":"seed_e4e090e2eadc2591c0fbed46b19d00de","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Delegation Pattern","order":5,"contentType":"LEARNING","contentSlug":"delegation-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_38796ad8fc2d31a89ebf468826271618","title":"What Is Delegation?","order":0},{"id":"seed_add99eee330ca70312d207504d75208f","title":"Forwarding Requests to Contained Objects","order":1},{"id":"seed_e74c52933c1eb8dffbfc20051c53765f","title":"Delegation vs Inheritance","order":2},{"id":"seed_ca907f310533aed5f9888cf3165bc83e","title":"Implementing Delegation","order":3}]},{"id":"seed_9b2362b64a55d7fae18d22fe9ad7b405","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"When To Use Inheritance Vs Composition","order":6,"contentType":"LEARNING","contentSlug":"when-to-use-inheritance-vs-composition","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_71335f779ff060b50748664349a944f0","title":"Decision Framework","order":0},{"id":"seed_501eb899233fd101ab12ce7076c21832","title":"Inheritance-Appropriate Scenarios","order":1},{"id":"seed_86d5e472b44d1dcb0af227a44097c686","title":"Composition-Appropriate Scenarios","order":2},{"id":"seed_a0640f9515058305c6a2b02420c491f0","title":"Hybrid Approaches","order":3}]},{"id":"seed_157e6272dfce32e59c5c821cdb1412f3","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 9: Composition Vs Inheritance","sectionOrder":9,"title":"Refactoring From Inheritance To Composition","order":7,"contentType":"LEARNING","contentSlug":"refactoring-from-inheritance-to-composition","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_6fa54df4e0b4add5e83af0d1942425ab","title":"Identifying Refactoring Candidates","order":0},{"id":"seed_ca036b9eccfbaab42b654cf9740e4c9a","title":"Step-by-step Refactoring Process","order":1},{"id":"seed_4ee3b5504f4eaf1f57964d22ce08e687","title":"Maintaining Behavior During Refactoring","order":2},{"id":"seed_0e8b84ae29a5e9096170ae81ac74dd54","title":"Testing the Refactored Design","order":3}]},{"id":"seed_642acb350127ba73e8e2b2c93d70d8d6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"What Is Srp","order":1,"contentType":"LEARNING","contentSlug":"what-is-srp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_3ebd88a095c0aaf8d44f4f83877f84b2","title":"Definition — A Class Should Have One Reason to Change","order":0},{"id":"seed_1b90dd8696b5fb113b016f6da7be0624","title":"Uncle Bob's Formulation","order":1},{"id":"seed_27a010638576122c2ad9d081be6d2752","title":"SRP as the Foundation of Good Design","order":2},{"id":"seed_1ad422e35c30b7851744a8865011d803","title":"Why SRP Matters for Maintainability","order":3}]},{"id":"seed_da8bfe459585ccdf2374cb7147c5c1b8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Defining Responsibility","order":2,"contentType":"LEARNING","contentSlug":"defining-responsibility","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_5bd1c0b37c342e12654766b005c666da","title":"What Constitutes a Responsibility","order":0},{"id":"seed_9c36454751be336c2fe57bcb2fa90554","title":"Actor-Based Responsibility Definition","order":1},{"id":"seed_d28c7415ea2df6e4167284d91ef68556","title":"Cohesion and Responsibility","order":2},{"id":"seed_8ddab2abe5e470287a22ca5c835a3535","title":"Common Responsibility Boundaries","order":3}]},{"id":"seed_9d0b3831054181d4a0c5f6f87f1bc2d9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Identifying Srp Violations","order":3,"contentType":"LEARNING","contentSlug":"identifying-srp-violations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_50a1c3da45ba85d5dc05f56b5698ddd6","title":"Signs of SRP Violation: Too Many Reasons to Change","order":0},{"id":"seed_b5e1419a5096dbea02f1fd560a9b4bf5","title":"Large Classes with Many Methods","order":1},{"id":"seed_a52ec8372dee9b1c19ca94b58e297df8","title":"Methods That Don't Use Most Class Fields","order":2},{"id":"seed_f688158d6608fbe565fef2bd6396e297","title":"God Classes and Feature Envy","order":3}]},{"id":"seed_a9ef89f46494ff96a73afe97953cae93","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Refactoring For Srp","order":4,"contentType":"LEARNING","contentSlug":"refactoring-for-srp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_8f79ffb2a60e54f6f30c52074f1c645f","title":"Extracting Classes","order":0},{"id":"seed_f875d37f4c710233f07fe2fc9ac712ed","title":"Splitting Responsibilities","order":1},{"id":"seed_dd4e3efc25f1e93cd2819a3d2a96d0bb","title":"Maintaining Cohesion After Split","order":2},{"id":"seed_c4e160781275f999322711933cd514b9","title":"Step-by-Step SRP Refactoring","order":3}]},{"id":"seed_c7bedc6b619c7ee1c77f17f8e8358229","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Srp At Different Levels","order":5,"contentType":"LEARNING","contentSlug":"srp-at-different-levels","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_4835e5438b3ad6ddb9bbdf1d6ef1d832","title":"SRP for Classes — The Foundation of Responsibility","order":0},{"id":"seed_12c1502632e03914af702fdac5639f39","title":"SRP for Methods — Focused Functions","order":1},{"id":"seed_94d5feac64b79f32bb0bec359c6e6e6d","title":"SRP for Modules and Packages — Organizing the Codebase","order":2},{"id":"seed_174bc92b8c6dbf7e5d0b9aa9bf4379ad","title":"SRP at the Architecture Level — Services, Subsystems, and Boundaries","order":3}]},{"id":"seed_95bfe849f9ddcc6c0076426076969a2a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 10: Single Responsibility Principle","sectionOrder":10,"title":"Common Srp Misconceptions","order":6,"contentType":"LEARNING","contentSlug":"common-srp-misconceptions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_ce57f5f22da5b0778af572c25b1155cd","title":"SRP Doesn't Mean One Method Per Class","order":0},{"id":"seed_03b9bee343e3a06b705db85bc3f15cdd","title":"SRP Doesn't Mean Tiny Classes Everywhere","order":1},{"id":"seed_7f15016067791681dc42810a4a1b0b3c","title":"Balancing SRP with Pragmatism","order":2},{"id":"seed_e191a0eb63d8135596639c2a60e4789d","title":"When \"Violations\" Are Acceptable","order":3}]},{"id":"seed_9415ae0a8779278d688db261c1c4109a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"What Is Ocp","order":1,"contentType":"LEARNING","contentSlug":"what-is-ocp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_61be7ee6826d19ac28d71209f36a5f41","title":"The Open/Closed Principle Defined","order":0},{"id":"seed_29fe834b22e6f885f029484103cf8bc8","title":"Bertrand Meyer's Original Formulation","order":1},{"id":"seed_09878a84e522a1c565f7ec08fa07fbf6","title":"Why Modification Is Risky","order":2},{"id":"seed_1495a3a4faf897eeca70b6965cf4c3a8","title":"Extension as Safe Evolution","order":3}]},{"id":"seed_a4b65bfd658b5c0a8f6f383f078a35c7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Open For Extension Closed For Modification","order":2,"contentType":"LEARNING","contentSlug":"open-for-extension-closed-for-modification","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_e4608229e31a9b565029dfec1379a9da","title":"What 'Open' Means — Understanding Extension Points","order":0},{"id":"seed_b5aae84e3ca483b81f4677f7f9b2bdf9","title":"What 'Closed' Means — The Fortress of Stability","order":1},{"id":"seed_71e3ba46b208fb731a158cf95ccf4c4d","title":"The Apparent Contradiction — Open AND Closed?","order":2},{"id":"seed_c8b6015d2d1f9f1c015612861bcfa42c","title":"How Abstraction Resolves It — The Elegant Solution","order":3}]},{"id":"seed_6dfa6d220a95a3b79a8e085ba1cf24b2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Achieving Ocp Through Abstraction","order":3,"contentType":"LEARNING","contentSlug":"achieving-ocp-through-abstraction","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.220Z","pages":[{"id":"seed_6b1afbdef8f6f639ac94ac3704bece4a","title":"Interfaces as Extension Points","order":0},{"id":"seed_5e02906bcae6c66dd513855d6f6e2e7c","title":"Abstract Classes for Variation","order":1},{"id":"seed_e3ae5b524681626a030124d3815ca13c","title":"Plugin Architectures","order":2},{"id":"seed_0f12e82b09c15277b7cd3c26a0fdc085","title":"Designing for Change","order":3}]},{"id":"seed_5e0af780582da8fb6ed30d16690c6d99","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Strategy Pattern And Ocp","order":4,"contentType":"LEARNING","contentSlug":"strategy-pattern-and-ocp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_07f34d427937294e2ae18eec6131c2d1","title":"Strategy as OCP Enabler","order":0},{"id":"seed_c7314cef5a7c68a837a93ae021faa028","title":"Injecting Behavior Variations","order":1},{"id":"seed_22ea04448f449aad608225d9857ad59e","title":"Adding New Strategies Without Modification","order":2},{"id":"seed_d516e7ad817f0a35a2d8824379d55783","title":"OCP Through Composition","order":3}]},{"id":"seed_3309e375d5681e638818d7c5f6231fed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Ocp Violations And Fixes","order":5,"contentType":"LEARNING","contentSlug":"ocp-violations-and-fixes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_dbaa89e618e445eb07ecdf5aff995436","title":"If-else Chains as OCP Violations","order":0},{"id":"seed_bca2563c0aa2fdb164d22fce7215d4fc","title":"Type Checking with instanceof","order":1},{"id":"seed_45f53c78db6cf3e8b5302bcdf27af40b","title":"Switch Statements on Type","order":2},{"id":"seed_954bf64ca77dc2e8aa77c1c06babefdc","title":"Refactoring to OCP-Compliant Design","order":3}]},{"id":"seed_e7c86d7eb27eb5bfd23eb4eddfa8683e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 11: Open Closed Principle","sectionOrder":11,"title":"Balancing Ocp With Pragmatism","order":6,"contentType":"LEARNING","contentSlug":"balancing-ocp-with-pragmatism","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_a5f2fc1ce2798f6f20fd72d6cd7075aa","title":"Not Every Change is Foreseeable","order":0},{"id":"seed_7b2e5f2d43b076bbe7fff99fc2b5a1c5","title":"Cost of Over-Engineering","order":1},{"id":"seed_905041809e69f5372ad5734091394949","title":"Strategic Extension Points","order":2},{"id":"seed_ed01224c2d1e37e242bd05c32f09b343","title":"Iterative Application of OCP","order":3}]},{"id":"seed_149fbd04950a5006abe8ac5bfeed2fbf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"What Is Lsp","order":1,"contentType":"LEARNING","contentSlug":"what-is-lsp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_1729972eeace8a7c5ee97eb92b48f796","title":"Subclasses Must Be Substitutable for Base Classes","order":0},{"id":"seed_8a88ec0ea95891df1504e529ca80c5f8","title":"Barbara Liskov's Formulation","order":1},{"id":"seed_eae390dd794dda246b2c26751fb94ea0","title":"LSP as Behavioral Contract","order":2},{"id":"seed_0ecb649b256754c57e0d22eab16e6c40","title":"Why LSP Matters for Polymorphism","order":3}]},{"id":"seed_2c8136281afb042aff35d7238abf35ff","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Behavioral Subtyping","order":2,"contentType":"LEARNING","contentSlug":"behavioral-subtyping","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_265a6d83c3e3de15c349e3560bbc1281","title":"Syntactic vs Semantic Compatibility","order":0},{"id":"seed_9f1f4faacb1919abb3accf2f87bdcbfd","title":"Preserving Expected Behavior","order":1},{"id":"seed_82d87fe2074089fa175b60640b402534","title":"Client Expectations","order":2},{"id":"seed_f35b779cbe7cc84000b76ab1619050fb","title":"Contracts in Inheritance","order":3}]},{"id":"seed_12a824f2010a2a39bea1f374b86f4de7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"The Rectangle Square Problem","order":3,"contentType":"LEARNING","contentSlug":"rectangle-square-problem","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_5cf6f39f2d286ce4ba012f03b9fcf3dd","title":"The Classic LSP Violation Example","order":0},{"id":"seed_244d230dc4a3ca9cc03d02b4d040ee33","title":"Why Square Extending Rectangle Breaks LSP","order":1},{"id":"seed_0eec48c9197f0827ad7d3a967bdfed6a","title":"Mathematical vs Behavioral Inheritance","order":2},{"id":"seed_f50981255ad120266ea33fba6d3a045d","title":"Alternative Designs","order":3}]},{"id":"seed_9c00729cf37512df24e500dbb9d6663d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Preconditions And Postconditions","order":4,"contentType":"LEARNING","contentSlug":"preconditions-and-postconditions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_95226632a41575715a51c52d81a103c7","title":"Preconditions — What Must Be True Before","order":0},{"id":"seed_b22744a211ddaa75d645d1bdbbba00d6","title":"Postconditions — What Must Be True After","order":1},{"id":"seed_440c6d814cce1469d0b694998571bf97","title":"Weakening vs Strengthening — The Intuitive Guide","order":2},{"id":"seed_2eb2dbe29057a0aef8c782b912b9fadd","title":"Contract Rules for LSP — The Complete Picture","order":3}]},{"id":"seed_5ecf1145636cf4fbb2c6ae6bebfd2878","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Invariants In Inheritance","order":5,"contentType":"LEARNING","contentSlug":"invariants-in-inheritance","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_ac507b560b331c0b16de24efec026697","title":"Class Invariants - Always-True Conditions","order":0},{"id":"seed_42f91e8895588fc24a14e1cf62cc8fd5","title":"Preserving Invariants in Subclasses","order":1},{"id":"seed_3ead52fe97500c92ba0678138d90f15a","title":"Invariant Violations","order":2},{"id":"seed_1af4ef0008e2038b58639ef9647b61cf","title":"Designing for Invariant Safety","order":3}]},{"id":"seed_6b3aebf3a5f882aa99b028482211c61b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 12: Liskov Substitution Principle","sectionOrder":12,"title":"Detecting And Fixing Lsp Violations","order":6,"contentType":"LEARNING","contentSlug":"detecting-fixing-lsp-violations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_58c1a24bc6ac531347c3f582d7ff57ad","title":"Type Checking in Client Code — The Symptom of LSP Violations","order":0},{"id":"seed_1527ae233e3f43bf949840774ddf2d1b","title":"Unexpected Exceptions from Subclasses — The Silent Contract Breakers","order":1},{"id":"seed_6189d52fe459d3859b861b294d051373","title":"Partial Implementations — The Incomplete Contract Fulfillment","order":2},{"id":"seed_fc3866ea6a260693a1ea41c17e9a19eb","title":"Refactoring Strategies for LSP — Systematic Approaches to Fixing Violations","order":3}]},{"id":"seed_2fdc2944580b8c7d569cc44342d8470c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"What Is Isp","order":1,"contentType":"LEARNING","contentSlug":"what-is-isp","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_74d0373e3ac352219268a41cfd74b076","title":"Definition: Clients Shouldn't Depend on Methods They Don't Use","order":0},{"id":"seed_1034eb9fd61bbe5c0d36638f9a72fe98","title":"ISP and Interface Design","order":1},{"id":"seed_543f1d810a81840277c9d5a671f2dfb8","title":"Why Fat Interfaces Are Problematic","order":2},{"id":"seed_1cef694f8f1a6973dbddb7d99664f01b","title":"ISP for Decoupling","order":3}]},{"id":"seed_5ce00075edb0ab3defffddf46d6b83d8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Fat Interfaces Problem","order":2,"contentType":"LEARNING","contentSlug":"fat-interfaces-problem","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_67f1c9f9eb763698312b63072b018686","title":"What Is a Fat Interface","order":0},{"id":"seed_e573ab80a51eedcc3413c0914daef22f","title":"Unused Method Dependencies","order":1},{"id":"seed_e17c12dc21eb41c11db9dfdcf1879ffb","title":"Implementation Burden","order":2},{"id":"seed_55fca163c73bb6d8e98de89d0eacf254","title":"Change Propagation Issues","order":3}]},{"id":"seed_4e9482fc4232955821e2ffebbf8fc652","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Role Based Interface Design","order":3,"contentType":"LEARNING","contentSlug":"role-based-interface-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_7f5250d2a6ed78ff18875a44b15a5487","title":"Interfaces Representing Roles","order":0},{"id":"seed_50229b123066d71f5fa5af4159d124cd","title":"Client-Specific Interfaces","order":1},{"id":"seed_8b18e3ad9f6021649e725cfa04e743f9","title":"Minimal Interface Principle","order":2},{"id":"seed_9ebad3e9c314225d16993eb0b800b065","title":"Role Discovery Process","order":3}]},{"id":"seed_6a26e140e0dac95832618bc3f197b70d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Splitting Interfaces","order":4,"contentType":"LEARNING","contentSlug":"splitting-interfaces","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_5306affcd06f4425a69e0444c9495352","title":"Identifying Split Boundaries","order":0},{"id":"seed_021898b0b0a6e3dac9f93efab93b47ee","title":"Multiple Interface Implementation","order":1},{"id":"seed_e73424ff7d01b3ce50e93a3f3c043767","title":"Migration Strategies","order":2},{"id":"seed_72667278908f7584f358bc83a77e882f","title":"Backward Compatibility Considerations","order":3}]},{"id":"seed_0a8f7dd84dda2f1f32ddab2ab64e8f2e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Isp And Dependency Management","order":5,"contentType":"LEARNING","contentSlug":"isp-and-dependency-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_a1f30413a66d05150d629425dcec957c","title":"Reducing Transitive Dependencies","order":0},{"id":"seed_c2faec1c29d78076f22855902a9d083b","title":"Interface-Based Decoupling","order":1},{"id":"seed_893e908a9b759979dfadddec29ecdc56","title":"ISP in Module Boundaries","order":2},{"id":"seed_e6e5e5ff38a50408be6049f66e99eeb0","title":"ISP in API Design","order":3}]},{"id":"seed_49a97270cce660bfa68f89286e3dd5c7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 13: Interface Segregation Principle","sectionOrder":13,"title":"Isp In Practice","order":6,"contentType":"LEARNING","contentSlug":"isp-in-practice","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_d2d0e432343fb0a595f25e7aa597132b","title":"Real-World ISP Examples","order":0},{"id":"seed_dad972721f86ec512819bd365ef765e8","title":"Common ISP Mistakes","order":1},{"id":"seed_834fddba7ada90bd96ea1915337cc3d0","title":"ISP Checklist","order":2},{"id":"seed_3f809c1ea8776074ce3164a7a627cd1b","title":"Balancing Granularity","order":3}]},{"id":"seed_1791bf72fa3546f779c23c8b748a2a5b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"What Is Dip","order":1,"contentType":"LEARNING","contentSlug":"what-is-dip","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_dc9d4ac493bebd5f1807d669b54e4ab7","title":"Definition — Depend on Abstractions, Not Concretions","order":0},{"id":"seed_87c3bbdb9d9e71d23c8b0534baf43c9a","title":"High-Level and Low-Level Modules","order":1},{"id":"seed_363546d4a4bfb86cc0d93291d394aa60","title":"Traditional vs Inverted Dependencies","order":2},{"id":"seed_5a280e544b782828ad6781fe4e7e20ca","title":"Why DIP Enables Flexibility","order":3}]},{"id":"seed_83a41e4dbe3bbc0a7484e67d8fe7d562","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"High Level Vs Low Level Modules","order":2,"contentType":"LEARNING","contentSlug":"high-level-vs-low-level-modules","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_81a1605e3bbbea8d626a64f3420c5552","title":"High-Level Modules — Policy and Business Logic","order":0},{"id":"seed_8238a5b57d5ad5b817d63237013637d0","title":"Low-Level Modules — Implementation Details","order":1},{"id":"seed_8f6cef04c2a504066a474926ada31015","title":"Identifying Levels in Your Code","order":2},{"id":"seed_b12b643dcd5992e9e9a4592e6a45704c","title":"Protecting High-Level from Low-Level Changes","order":3}]},{"id":"seed_addfd929a8fe03e0f40a6413d91f14d8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Depending On Abstractions","order":3,"contentType":"LEARNING","contentSlug":"depending-on-abstractions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_3bef477e310b108cdbfebf8cbbc0f7c5","title":"Interfaces as Abstraction","order":0},{"id":"seed_37e95afe6824a4812314a4d57bfc1b21","title":"Ownership of Abstractions","order":1},{"id":"seed_ad8e840f87d906326244d179820e4248","title":"Abstractions at Boundaries","order":2},{"id":"seed_9db2d9676021cbd2532d932a5ee91262","title":"Stable Abstractions Principle","order":3}]},{"id":"seed_4f2678d8fb5cdba2b0bf1d17e8b49216","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Dependency Injection Fundamentals","order":4,"contentType":"LEARNING","contentSlug":"dependency-injection-fundamentals","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_0afadd38f3c6440146023dce8ff4b6ae","title":"What is Dependency Injection","order":0},{"id":"seed_942456ad23e7d4e502f205baffaf0a97","title":"Constructor Injection","order":1},{"id":"seed_5b72052f2e81fae874446b7f1f93ff6d","title":"Setter Injection","order":2},{"id":"seed_91579489865124b50b65c9d26e730bf5","title":"Interface Injection","order":3},{"id":"seed_ff52d2a5ae6b8f6077c39d370a13e62c","title":"Choosing the Right Injection Style","order":4}]},{"id":"seed_1ec0a952980acc719a9d85ab4798d269","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Inversion Of Control Containers","order":5,"contentType":"LEARNING","contentSlug":"ioc-containers","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_d26fbcdfaec83fc587322a0df32538cf","title":"What is an IoC Container","order":0},{"id":"seed_556dee11f5f79b338d249485306225bc","title":"Container Configuration","order":1},{"id":"seed_0c9de4732db41b4dba3e02bdbf41f5ff","title":"Automatic Dependency Resolution","order":2},{"id":"seed_112c146417c6c7a27ebcf6cdad991b3a","title":"Popular Frameworks Overview","order":3}]},{"id":"seed_0e3cb60181dfd928c3ad79f460f06aa9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 14: Dependency Inversion Principle","sectionOrder":14,"title":"Dip And Testability","order":6,"contentType":"LEARNING","contentSlug":"dip-and-testability","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_740ce6f9866a9c7189c438b0e2a79695","title":"Mock Injection Through DIP","order":0},{"id":"seed_4f229236ea9c0038309f3257ef200425","title":"Isolating Units for Testing","order":1},{"id":"seed_7a8066e52021ee5abab7962ad20eaa09","title":"Designing for Testability","order":2},{"id":"seed_70ff04bdba0d6c6fed2204792ae5c030","title":"DIP in Test Architecture","order":3}]},{"id":"seed_fc6a2358552f049549aef09b51569132","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Dry Dont Repeat Yourself","order":1,"contentType":"LEARNING","contentSlug":"dry-dont-repeat-yourself","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_a8e0fb40fc4b815914b77a10d316a0dd","title":"Definition and Rationale of DRY","order":0},{"id":"seed_685a5f8ec913b969bcb6041518127661","title":"Knowledge Duplication vs Code Duplication","order":1},{"id":"seed_4ee11d917134a4c29ab25aafc1495cc8","title":"DRY Violations and Fixes","order":2},{"id":"seed_1acf0725938dc3b4ef7656597dac7334","title":"When DRY Goes Too Far","order":3}]},{"id":"seed_0fb562d83598a8ccf83a92665e3ce628","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Kiss Keep It Simple Stupid","order":2,"contentType":"LEARNING","contentSlug":"kiss-keep-it-simple-stupid","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_4e3a6c71ec7a402a8fbe0b2365b55fd3","title":"Simplicity as a Design Goal","order":0},{"id":"seed_c4cb6898b17bdbf628decac6448c1ec3","title":"Complexity Costs","order":1},{"id":"seed_9b008a17896c4536bd1cc8a4a652907b","title":"Simpler Alternatives","order":2},{"id":"seed_6ae413585c88ba1d2b1d7dbde3c83c0c","title":"When Simplicity Conflicts with Other Goals","order":3}]},{"id":"seed_7179a314876d1b8bdc6d2a8bc3a8b4fc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Yagni You Arent Gonna Need It","order":3,"contentType":"LEARNING","contentSlug":"yagni-you-arent-gonna-need-it","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.221Z","pages":[{"id":"seed_47075d47d4bd05da09d53758b37292c6","title":"Avoiding Speculative Features","order":0},{"id":"seed_caf58722fbe9730b05744d522076dea0","title":"Cost of Unused Code","order":1},{"id":"seed_01b4627f31daaf023d26ac6deb7666e6","title":"Iterative Design Approach","order":2},{"id":"seed_bfd6ec1b93a71a29cb912bfc1690f4ec","title":"Balancing YAGNI with Extensibility","order":3}]},{"id":"seed_61e01fef0c5b40af0f16e4759311708f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Law Of Demeter","order":4,"contentType":"LEARNING","contentSlug":"law-of-demeter","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_9363d594302a878deb15e7d0f1a33598","title":"Definition — Talk Only to Friends","order":0},{"id":"seed_cf4cbe94d3f3fbd0a2d723eecd191146","title":"Reducing Coupling Through Demeter","order":1},{"id":"seed_408f5ffc2190725f51f4b3659d9cc0d1","title":"Method Chains and Demeter","order":2},{"id":"seed_29d492db01155ad128ee1085fbc91023","title":"Applying Demeter Appropriately","order":3}]},{"id":"seed_49e45ac569851fb42757e87f165a6e0f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Principle Of Least Astonishment","order":5,"contentType":"LEARNING","contentSlug":"principle-of-least-astonishment","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_67e32a8d490a79404d5a58ef535a7f24","title":"Design That Matches Expectations","order":0},{"id":"seed_125413a54c1cb0280f46283b3a4e6496","title":"Predictable Behavior","order":1},{"id":"seed_354eae71204c9f110d3f16ea945e16c8","title":"Naming and Astonishment","order":2},{"id":"seed_80ebd71b816a5a348c634bdadf7d663a","title":"API Design and Astonishment","order":3}]},{"id":"seed_4a6d82ed9d562c676090d9d490367c24","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Tell Dont Ask","order":6,"contentType":"LEARNING","contentSlug":"tell-dont-ask","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_55449ded1b8248c1f9eb34db120d75d1","title":"Commands Over Queries","order":0},{"id":"seed_0f974ff6cf54d6195668887578e1b6da","title":"Pushing Behavior to Data","order":1},{"id":"seed_c41b73a957515bd15bfac1922c7f2df7","title":"Tell, Don't Ask Examples","order":2},{"id":"seed_1d6ee1174e5934ebcc9cf1c1f9440de6","title":"When Asking Is Appropriate","order":3}]},{"id":"seed_76a369e882aff43b6ee5286a37fe7c7e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Separation Of Concerns","order":7,"contentType":"LEARNING","contentSlug":"separation-of-concerns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_21d296f978f79f79b5695851819f12dd","title":"Identifying Concerns","order":0},{"id":"seed_275c37295285f84cf0f0aa29b9ac48e6","title":"Isolating Concerns","order":1},{"id":"seed_341f66aa32c8cbaf66926b0514ad732f","title":"Cross-Cutting Concerns","order":2},{"id":"seed_835298ae287a4c4dc915d09b3b90cd27","title":"Concern Separation in Architecture","order":3}]},{"id":"seed_631c145a428b60d482acab7a6b0428ac","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 15: Other Essential Design Principles","sectionOrder":15,"title":"Cohesion And Coupling","order":8,"contentType":"LEARNING","contentSlug":"cohesion-and-coupling","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_b00e622593b78fbbbe470b593ea3a1ae","title":"High Cohesion — Things That Belong Together","order":0},{"id":"seed_83a32efe3212811d0ddf87eb8806e50a","title":"Low Coupling — Minimal Dependencies","order":1},{"id":"seed_d6dd0af800b501ae63a49f4fb1647f25","title":"Measuring Cohesion and Coupling","order":2},{"id":"seed_d04951f6aea036cb6649ac8080d1b156","title":"Trade-offs in Design","order":3}]},{"id":"seed_4b06b453f50a1fc71e389588b1305e52","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"What Are Design Patterns","order":1,"contentType":"LEARNING","contentSlug":"what-are-design-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_74fe08eaf4766230de910704eda792ca","title":"Definition: Reusable Solutions to Common Problems","order":0},{"id":"seed_e56fab496c5f95b8f7cca0b901efbc70","title":"Patterns as Communication Tools","order":1},{"id":"seed_39a142dd5d22f40829b5325ecc3b73af","title":"Patterns as Design Vocabulary","order":2},{"id":"seed_1ca575106ba641aab7bf083d4e3cef26","title":"What Patterns Are NOT","order":3}]},{"id":"seed_67b6c8f2ab71b1e3120bfa635ffd01bf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"History And Origins Gang Of Four","order":2,"contentType":"LEARNING","contentSlug":"history-and-origins","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_2653b68824a947c68d5f5300a8c4345b","title":"The Gang of Four Book","order":0},{"id":"seed_ec76972c21bcd4a2f8419961201ff5dc","title":"Original 23 Patterns","order":1},{"id":"seed_4a5ef5b642762a505954cc6d4890c02c","title":"Pattern Documentation Format","order":2},{"id":"seed_cc361ed717a9201552019e122ea5fde0","title":"Evolution of Patterns","order":3}]},{"id":"seed_3bca43a94769033672a65403ad0fafa6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"Pattern Categories","order":3,"contentType":"LEARNING","contentSlug":"pattern-categories","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_a7a37047f198d3910c113ae83aae5468","title":"Creational Patterns — Object Creation","order":0},{"id":"seed_484c809897284d278e4686fdcefffed1","title":"Structural Patterns — Object Composition","order":1},{"id":"seed_786f2905e70eaf9b06469f614723ca9e","title":"Behavioral Patterns — Object Interaction","order":2},{"id":"seed_f1b728bc6f1a14752cb38b3b9791b0d3","title":"Categorization Purpose — Why the Taxonomy Matters","order":3}]},{"id":"seed_cd7b5b3149710a382b2113e8e30a906b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"When To Use Patterns","order":4,"contentType":"LEARNING","contentSlug":"when-to-use-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_71bb012cb0231134eddea82f1a1dfac0","title":"Pattern as Solution to Specific Problem","order":0},{"id":"seed_099bc866cc784c6ae59e89ca0cdff47d","title":"Problem-Pattern Matching","order":1},{"id":"seed_55f10364d97a0f46ea97cc0f491fa9c6","title":"Avoiding Premature Patterns","order":2},{"id":"seed_6f1111e070b931d5b630f13c69742d0f","title":"Refactoring to Patterns","order":3}]},{"id":"seed_8625d8f0e7e688a575e0ab49b100d4b9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"Anti Patterns And Pattern Abuse","order":5,"contentType":"LEARNING","contentSlug":"anti-patterns-and-pattern-abuse","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_36c982cde73e9fca21f1ce569d195b6d","title":"What Are Anti-Patterns?","order":0},{"id":"seed_db43c3a4b533b5420894045bbc027cee","title":"Over-Patterning","order":1},{"id":"seed_c1232b43d16610da2e8578008eecdd02","title":"Pattern for Pattern's Sake","order":2},{"id":"seed_efe39f1b01095d6b80816206f1b3c9f0","title":"Keeping It Simple","order":3}]},{"id":"seed_465d789c1fd1b3e7766da17d8ae20d38","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 16: Introduction To Design Patterns","sectionOrder":16,"title":"Pattern Selection Framework","order":6,"contentType":"LEARNING","contentSlug":"pattern-selection-framework","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_5cda832d626b9a3a11671794c0bb2cd9","title":"Identifying the Problem","order":0},{"id":"seed_ad7fef6e3a7cc4f7528bfc8ed3fd746a","title":"Evaluating Pattern Fit","order":1},{"id":"seed_3f38fb26ab34f5ba11f8bf2016ea16ab","title":"Considering Alternatives","order":2},{"id":"seed_1513db1a72664c15f34335c8cb3a63a0","title":"Decision Checklist","order":3}]},{"id":"seed_31521a6ae118679015299be83d3f305f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Factory Method Pattern","order":1,"contentType":"LEARNING","contentSlug":"factory-method","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_1f31b357268a7eff73d7ec64db18821b","title":"Problem: Creating Objects Without Specifying Exact Class","order":0},{"id":"seed_ac138317a8e34ee2d14085ecc156ee17","title":"Solution: Define Interface for Creation","order":1},{"id":"seed_ce5ce5cb8413be0da6ac82fe56849109","title":"Participants and Structure","order":2},{"id":"seed_26ce2487999fda8e3ade3ee269232846","title":"Use Cases and Examples","order":3}]},{"id":"seed_37c63790d3dcf4acbbf94624f01f1769","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Abstract Factory Pattern","order":2,"contentType":"LEARNING","contentSlug":"abstract-factory-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_f3b3d568addf13e526b77b5b6af8b4dc","title":"Problem — Creating Families of Related Objects","order":0},{"id":"seed_b2b07868805d8039be9c1cdb7d5aa38d","title":"Solution — Abstract Factory Interface","order":1},{"id":"seed_9cef236d1b88eeca7eec687f743d1931","title":"Participants and Structure","order":2},{"id":"seed_e537f3adfd3548c1c632957ab23173d7","title":"Factory Method vs Abstract Factory","order":3}]},{"id":"seed_2584dcd2d5c64dbc9b90c3f0febd2438","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Builder Pattern","order":3,"contentType":"LEARNING","contentSlug":"builder-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_4d9db8167c14b9d17e2ad5be74339fd2","title":"Problem: Constructing Complex Objects Step by Step","order":0},{"id":"seed_fd5fa9b24437985066daeacba38ef850","title":"Solution: Separate Construction from Representation","order":1},{"id":"seed_6a6fed308828080b2e33aa4df7f62234","title":"Fluent Builder Interface","order":2},{"id":"seed_5e7701b39ed8acd73b4c89dce5f4efb4","title":"Director Role (Optional)","order":3}]},{"id":"seed_d67bdb86430e087e0fba938024585543","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Prototype Pattern","order":4,"contentType":"LEARNING","contentSlug":"prototype-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_0970e64c595fa8d538e9e2c5531fcd64","title":"Problem: Creating Objects by Copying Existing Ones","order":0},{"id":"seed_83eb629a9207a27d5b9cc6c407e4460b","title":"Solution: The Clone Method","order":1},{"id":"seed_1dc4b6bfb2600b823c83eb95c7a8fa12","title":"Shallow vs Deep Copy","order":2},{"id":"seed_47e720745b3453a7ae0e0d8abf5b95e3","title":"Registry of Prototypes","order":3}]},{"id":"seed_fcbc07e84e14f4b9ed6263b23222c5e0","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Singleton Pattern","order":5,"contentType":"LEARNING","contentSlug":"singleton-pattern","description":null,"estimatedMins":50,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_5d5684c6cb5969310ace99df90ef3af3","title":"Problem — Exactly One Instance","order":0},{"id":"seed_3655521fbc2171e77989e04f74ec7657","title":"Solution — Private Constructor, Static Accessor","order":1},{"id":"seed_d4bc3007f9dae1fc8e418f41a474b428","title":"Singleton Implementation Challenges","order":2},{"id":"seed_e8ffda1d6b9762e382506b8bbce71c37","title":"Thread-Safe Singleton","order":3},{"id":"seed_1f0f4d1be8d94aff2237c7a3b9ce7cae","title":"Singleton Criticisms and Alternatives","order":4}]},{"id":"seed_c87eef2744d8a3b1951da6085714e871","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Object Pool Pattern","order":6,"contentType":"LEARNING","contentSlug":"object-pool-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_b09e73120074b0d2aba05b610c5d2ee8","title":"Problem — Expensive Object Creation","order":0},{"id":"seed_26eef6ec9f32de2f3e8aae29a956679d","title":"Solution — Reusable Object Pool","order":1},{"id":"seed_5f9bee046271d9cac245dc07ce33206c","title":"Pool Management","order":2},{"id":"seed_a6c7f71191cdf4bf3d19585e29d786ae","title":"Pool Size and Lifecycle","order":3}]},{"id":"seed_c9cd7c486f9a697a5ec9f274ee3829bc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 17: Creational Patterns","sectionOrder":17,"title":"Choosing The Right Creational Pattern","order":7,"contentType":"LEARNING","contentSlug":"choosing-the-right-creational-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_88f294f5320aeefeefb95a097696ad06","title":"Pattern Comparison","order":0},{"id":"seed_17ee746516e8424468861c616988a9e9","title":"Decision Tree","order":1},{"id":"seed_ee422e291eddd902f033f33099799bb1","title":"Combining Patterns","order":2},{"id":"seed_2b8a76738934658bc2426af207c4160b","title":"Real-World Examples","order":3}]},{"id":"seed_fc2ea3142f1aa3442a0fe3473b57d54c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Adapter Pattern","order":1,"contentType":"LEARNING","contentSlug":"adapter-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_21c1f9df6d379a14bddb1599915defc6","title":"Problem — Incompatible Interfaces","order":0},{"id":"seed_214ea15fd689b7ea422b15ac199f930a","title":"Solution — Wrapper That Translates","order":1},{"id":"seed_72af182a008b396322011bd5c02ef914","title":"Class Adapter vs Object Adapter","order":2},{"id":"seed_0b3e950bc4d1865dac88a6aee37f709e","title":"Use Cases and Examples","order":3}]},{"id":"seed_a94f2581c470338713bb59bfb1d73ee5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Bridge Pattern","order":2,"contentType":"LEARNING","contentSlug":"bridge-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_e788eae3fcff33623730d75e5814553f","title":"Problem — Abstraction Coupled to Implementation","order":0},{"id":"seed_2b818fdf286d0b83821e16df004a9d60","title":"Solution — Separate Abstraction and Implementation Hierarchies","order":1},{"id":"seed_c3748c4868259bfd793e6ee7157654dc","title":"Bridge vs Adapter — Understanding the Difference","order":2},{"id":"seed_67e77e9a0bd2506b764869368622d8bc","title":"Use Cases and Examples","order":3}]},{"id":"seed_ee8cab08395ba4f631c403c8c7e1fe66","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Composite Pattern","order":3,"contentType":"LEARNING","contentSlug":"composite-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_ac95770b09785c3fdb568954089b333c","title":"Problem — Treating Individual and Composite Uniformly","order":0},{"id":"seed_746f8b427449359a67741f73c5e35493","title":"Solution — Tree Structure with Common Interface","order":1},{"id":"seed_b4b14482d66f129e87311664b012b963","title":"Component, Leaf, Composite — The Pattern Participants","order":2},{"id":"seed_cc6e3bcdf445fe587c617df8f76446a6","title":"Use Cases and Examples","order":3}]},{"id":"seed_2083bb0709af82face089b7a29c89c31","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Decorator Pattern","order":4,"contentType":"LEARNING","contentSlug":"decorator-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.222Z","pages":[{"id":"seed_ea9ec1351921f6b8f7d90baf2785b399","title":"Problem — Adding Behavior Dynamically","order":0},{"id":"seed_c67c5af73f2d10fcbbcbba780a0f5568","title":"Solution — Wrapping with Decorators","order":1},{"id":"seed_d8a7c3d56eb523a309de128a7129b778","title":"Decorator vs Inheritance","order":2},{"id":"seed_09d85a6e4a6b4ddfd61214347831a292","title":"Use Cases and Examples","order":3}]},{"id":"seed_ecfa3243624bcfe46a56d43f425c94dc","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Facade Pattern","order":5,"contentType":"LEARNING","contentSlug":"facade-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_d0eed2f61865a0b3b73d136809a6c8b0","title":"Problem: Complex Subsystem Interface","order":0},{"id":"seed_c5b23a48c08ce008457e791e54aeafc4","title":"Solution: Simplified Unified Interface","order":1},{"id":"seed_77563eb5bbe453c308db0606e381c724","title":"Facade Design Considerations","order":2},{"id":"seed_718db90fafcc5a339eb1deea970aa6ed","title":"Use Cases and Examples","order":3}]},{"id":"seed_c6f8d1fdcf8e6e9875be363a9ea388d4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Flyweight Pattern","order":6,"contentType":"LEARNING","contentSlug":"flyweight-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_8fd10141aa8d839667df9af827fdf8c7","title":"Problem: Large Number of Similar Objects","order":0},{"id":"seed_84fa2ae8415a349cb8e1c2540102204c","title":"Solution: Share Common State","order":1},{"id":"seed_23e5bdae851970268f39f266542e208b","title":"Intrinsic vs Extrinsic State","order":2},{"id":"seed_bffbba89e252f253d7c9781ab7226c05","title":"Use Cases and Examples","order":3}]},{"id":"seed_f9a059902a7c8164f5094b68a19b7774","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Proxy Pattern","order":7,"contentType":"LEARNING","contentSlug":"proxy-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_853a9d51f6c1d66b86fbf4375da26814","title":"Problem — Controlling Access to Object","order":0},{"id":"seed_3d7c7ae9605ad1a8077e75c275c109c3","title":"Solution — Surrogate with Same Interface","order":1},{"id":"seed_0fee2d24ab5e92fafe35a62563cfd535","title":"Proxy Types — Virtual, Protection, Remote","order":2},{"id":"seed_11505c63af4c34909a615dbb986c415f","title":"Use Cases and Examples","order":3}]},{"id":"seed_b301d5919f0a5067a0776f4f94d1874d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 18: Structural Patterns","sectionOrder":18,"title":"Choosing Structural Pattern","order":8,"contentType":"LEARNING","contentSlug":"choosing-structural-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_faa1c27ba256ea825addda812c8f78a7","title":"Pattern Comparison — A Comprehensive Analysis","order":0},{"id":"seed_294f39ded082e62b8b4423a9a7bb4193","title":"Decision Tree — A Systematic Framework for Pattern Selection","order":1},{"id":"seed_2cfd87a3ec48c25964dc027039af9214","title":"Combining Patterns — Synergistic Pattern Composition","order":2},{"id":"seed_a8899bf52bcdf8067f960d86d9bea22c","title":"Real-World Examples — Structural Patterns in Production Systems","order":3}]},{"id":"seed_70632263cf973b25e4fde8517ca67c71","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Strategy Pattern","order":1,"contentType":"LEARNING","contentSlug":"strategy-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_b4a1890b533a584a57b3b3ee1e5dface","title":"Problem: Interchangeable Algorithms","order":0},{"id":"seed_999d1b4167ea4494d71874369bd14d00","title":"Solution: Encapsulate Algorithms in Classes","order":1},{"id":"seed_e10325ae50caa50ccfa55da244355d54","title":"Strategy Selection","order":2},{"id":"seed_93852b40240b565f507cc804f237e64d","title":"Use Cases and Examples","order":3}]},{"id":"seed_646cb1710a949e774ecd419bc7853aed","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Observer Pattern","order":2,"contentType":"LEARNING","contentSlug":"observer-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_40116bfffc949a4e3a8d00b58e682401","title":"Problem: One-to-Many Dependency","order":0},{"id":"seed_792350d9de29c6652f06502836f6702d","title":"Solution: Publish-Subscribe Mechanism","order":1},{"id":"seed_e2513012d4f64fc82bf30148727e9b63","title":"Subject and Observers","order":2},{"id":"seed_c8deccb59fa748fbb913af86fbe8a27f","title":"Push vs Pull Models","order":3}]},{"id":"seed_dc4f30fe1564a0e10ec0fb62f640ac65","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Command Pattern","order":3,"contentType":"LEARNING","contentSlug":"command-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_508b1df6d09746ca8abf9cb4b08f82a5","title":"Problem: Encapsulating Requests as Objects","order":0},{"id":"seed_473794dea495093b642c9040c77fe443","title":"Solution: Command Objects with Execute","order":1},{"id":"seed_e00bdbd43607344a33a4476be0a1b3da","title":"Undo/Redo Support","order":2},{"id":"seed_86e65e57235868bc0e5d48ddda27a811","title":"Command Queues and Logging","order":3}]},{"id":"seed_75df3a4559b3bd3f5f249edc874f6206","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"State Pattern","order":4,"contentType":"LEARNING","contentSlug":"state-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_aa6d8fff5e2879154e1dee4047954596","title":"Problem: Behavior Depends on State","order":0},{"id":"seed_a558c13c9fda86dbc0f6cd329b5d5f58","title":"Solution: State Objects with Behavior","order":1},{"id":"seed_8fc16a42bc16a44cd8933a7a495910b1","title":"State Transitions","order":2},{"id":"seed_66b594d32b9a85a65782f504dc1fb09e","title":"State vs Strategy","order":3}]},{"id":"seed_75cc9337a9b812b9e549e2d263319fc2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Template Method Pattern","order":5,"contentType":"LEARNING","contentSlug":"template-method-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_fca4b1f2efb74caa266ba8a7f0e21e73","title":"Problem: Algorithm with Varying Steps","order":0},{"id":"seed_deab68314fd544b8c48c0fc2061ac6c9","title":"Solution: Abstract Class with Hook Methods","order":1},{"id":"seed_5e9537772a3d80768e9bb6f1a631b6be","title":"The Hollywood Principle","order":2},{"id":"seed_52adc2a7d451d953b850922f18e9ceb3","title":"Use Cases and Examples","order":3}]},{"id":"seed_e3678090f7b3725a84789e969173868b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 19: Behavioral Patterns Part 1","sectionOrder":19,"title":"Iterator Pattern","order":6,"contentType":"LEARNING","contentSlug":"iterator-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_8a7fa2253a1d651f2df0e67eb993c7a3","title":"Problem: Traversing Collections Uniformly","order":0},{"id":"seed_d4d56a80b49588081e8d37899b6c9149","title":"Solution: The Iterator Interface","order":1},{"id":"seed_eed4f7614c7239033997ee3db07c255f","title":"Internal vs External Iterators","order":2},{"id":"seed_d1935320fd38bc1efb3d2661e4c25575","title":"Use Cases and Examples","order":3}]},{"id":"seed_be8abee8a52cd2646b4092c8cee67783","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Chain Of Responsibility Pattern","order":1,"contentType":"LEARNING","contentSlug":"chain-of-responsibility-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_61bd64405fff4a791a1b9c676a881486","title":"Problem: Multiple Handlers for a Request","order":0},{"id":"seed_0a442537d170a84894a96eb297d689aa","title":"Solution: Chain of Handler Objects","order":1},{"id":"seed_25d6723070f9f0f954fa2d0252c93199","title":"Chain Construction","order":2},{"id":"seed_8426dd47884d56a5b70acb7c83ad094c","title":"Use Cases and Examples","order":3}]},{"id":"seed_9bc98cba340e6bd3c283cb2c5350626c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Mediator Pattern","order":2,"contentType":"LEARNING","contentSlug":"mediator-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_6d02d303e1c0b38dfc4b74b01a15c03b","title":"Problem: Complex Object Interactions","order":0},{"id":"seed_cc439dbb34872885fd57a72b2dfec833","title":"Solution: Centralized Mediator","order":1},{"id":"seed_caa824e09b46b902b56ece04035b5a94","title":"Mediator vs Facade: Understanding the Distinction","order":2},{"id":"seed_5da73e7108221f0049e5bcdc5dde1565","title":"Use Cases and Real-World Examples","order":3}]},{"id":"seed_fce610c28bd52a824515914ba0e3b716","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Memento Pattern","order":3,"contentType":"LEARNING","contentSlug":"memento-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_4a8a9364bf0dfd41044782b125fc11b5","title":"Problem: Capturing and Restoring State","order":0},{"id":"seed_9bce6118d43097b9ec9608bf32840ddf","title":"Solution: Memento Objects","order":1},{"id":"seed_3f4b388c8c092c6cfb3abc0460563843","title":"Originator, Memento, Caretaker","order":2},{"id":"seed_da20d6509fa6fb40413008d203cede00","title":"Use Cases and Examples","order":3}]},{"id":"seed_d4666190c22b4bd8547cd01477c43183","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Visitor Pattern","order":4,"contentType":"LEARNING","contentSlug":"visitor-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_10ec32ccbccf6ca87e72d2fd14ac6245","title":"Problem: Adding Operations Without Modifying Classes","order":0},{"id":"seed_563fc2705fce085ff7d103c61b359d92","title":"Solution: Visitor with Double Dispatch","order":1},{"id":"seed_0bc6e7b55022f6ab773502c92fe15451","title":"When to Use Visitor","order":2},{"id":"seed_ea4116f4509ea6c0b0d5212a67db8595","title":"Use Cases and Examples","order":3}]},{"id":"seed_12d0863cd076b537b01eea9a7a9487e4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Interpreter Pattern","order":5,"contentType":"LEARNING","contentSlug":"interpreter-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_ddb11f8158a71e9d8d757fbedb109b33","title":"Problem: Interpreting a Language","order":0},{"id":"seed_366d57bdf1145da96be5fc1d9546fd3f","title":"Solution: Grammar Representation as Classes","order":1},{"id":"seed_bdcdbdf715a47f35b8bce6eb9f98fb8e","title":"When to Use the Interpreter Pattern","order":2},{"id":"seed_762ec90438b70707d0ae8253775f72ef","title":"Alternatives to the Interpreter Pattern","order":3}]},{"id":"seed_ae2380472c4e2f698a7e70c46cad2a7c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Null Object Pattern","order":6,"contentType":"LEARNING","contentSlug":"null-object-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_1e1c5fe68402026e89e7d2eba1f0c6f1","title":"Problem: Handling Null References","order":0},{"id":"seed_1456a59feef80bb93d4a242d42c64c2a","title":"Solution: Null Object with No-Op Behavior","order":1},{"id":"seed_6f12886ba3b119243ec5f70320baaa74","title":"Benefits and Trade-offs","order":2},{"id":"seed_fb6ff9fbd2af0e13eafa977186a95c75","title":"Use Cases and Examples","order":3}]},{"id":"seed_494dbe0016c35cd34196f1246971049f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 20: Behavioral Patterns Part 2","sectionOrder":20,"title":"Choosing Behavioral Pattern","order":7,"contentType":"LEARNING","contentSlug":"choosing-behavioral-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_ed8eccc6f157e2928128d240e10f017f","title":"Behavioral Pattern Comparison","order":0},{"id":"seed_6d6cdd0448e6c22c24cb52c445f282f1","title":"Decision Tree for Behavioral Pattern Selection","order":1},{"id":"seed_221f823187793cc0759613de70de021f","title":"Combining Behavioral Patterns","order":2},{"id":"seed_b94a1e0e85b8777cd16529fff2ec4254","title":"Real-World Examples: Behavioral Patterns in Production Systems","order":3}]},{"id":"seed_b514626cfb1a543278fe504ad0fa7d7c","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Dependency Injection Revisited","order":1,"contentType":"LEARNING","contentSlug":"dependency-injection-revisited","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_7caf65fef91828a5be92d2f317efd7a7","title":"Recap of Dependency Injection from DIP Chapter","order":0},{"id":"seed_5ca7b7b7020d8dddb75ee635a1293efc","title":"DI as a Technique vs DI as a Principle","order":1},{"id":"seed_4e60a8ada5b0cc6e054cdd1014fd8844","title":"Benefits of DI: Flexibility, Testability, Maintainability","order":2},{"id":"seed_cdcac1a2286377ef35bea6d60cf27199","title":"DI Scope and Boundaries","order":3}]},{"id":"seed_9a1e614f6d9d85a73165cd9b03f8836d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Constructor Injection","order":2,"contentType":"LEARNING","contentSlug":"constructor-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_f8cf0df9e488c3b564f96262c0626ef1","title":"Passing Dependencies Through Constructor","order":0},{"id":"seed_df343ad49976e450fe07df5ee22c196f","title":"Mandatory Dependencies Pattern","order":1},{"id":"seed_ac8bbfca95da4d0ca7e5875d301c832e","title":"Immutable Dependencies","order":2},{"id":"seed_37c2eefc59da1408e8764435655781b7","title":"Constructor Injection Best Practices","order":3}]},{"id":"seed_98151bb4f7025da1c313c7b6d19dea45","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Setter Injection","order":3,"contentType":"LEARNING","contentSlug":"setter-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_fc127e48854e47f02651296e4e4b641e","title":"Passing Dependencies Through Setters","order":0},{"id":"seed_e855033d41084f189de359bef9420784","title":"Optional Dependencies Pattern","order":1},{"id":"seed_7164f31564e4c58884af2b2e72636c5a","title":"Setter Injection Trade-offs","order":2},{"id":"seed_811b13d7db9ded73ce1612c77cf19d99","title":"When to Use Setter Injection","order":3}]},{"id":"seed_04231ad363d038112c54c0f119c05a46","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Interface Injection","order":4,"contentType":"LEARNING","contentSlug":"interface-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_6281cf1e1be10ed933a7d2e1ee953256","title":"Dependency Provides Injector Interface","order":0},{"id":"seed_6c39906e5b175bfbda7bbf9d7cbb72d2","title":"Implementation Provides Dependency","order":1},{"id":"seed_5bf9701024494aeda011f55b772d9b40","title":"Interface Injection Use Cases","order":2},{"id":"seed_878e7834955e05546f9bc48142e46621","title":"Comparison with Other Injection Types","order":3}]},{"id":"seed_19d079c1f928d92606c1751a1562a53a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Service Locator Vs Dependency Injection","order":5,"contentType":"LEARNING","contentSlug":"service-locator-vs-dependency-injection","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.223Z","pages":[{"id":"seed_dce6f61c8bda936fa40bde4683622659","title":"Service Locator Pattern","order":0},{"id":"seed_1a2abf58041e673ebdeef8068821408b","title":"Why Service Locator Is Often an Anti-Pattern","order":1},{"id":"seed_7783f83aa9de332e0d2914617afc46d9","title":"Hidden Dependencies Problem","order":2},{"id":"seed_4462d2e5d0922c4e244becf55fb10295","title":"When Service Locator Is Acceptable","order":3}]},{"id":"seed_c3dd4b4411e2db18ab1743670a962a05","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Ioc Container Deep Dive","order":6,"contentType":"LEARNING","contentSlug":"ioc-container-deep-dive","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_38eb504548f1868d3f1cae106694ade3","title":"Container Configuration Approaches","order":0},{"id":"seed_50b84fdf51fd09563f740416307d1e04","title":"XML vs Code vs Attribute Configuration","order":1},{"id":"seed_79d23db1666652b8799f5f9bb9c3329c","title":"Automatic Registration Patterns","order":2},{"id":"seed_ae94f5e79200c85d877cb28c88672582","title":"Container Best Practices","order":3}]},{"id":"seed_7ced201633a0e7cef8e78096bfe4ac79","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Lifetime Management","order":7,"contentType":"LEARNING","contentSlug":"lifetime-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_b969420645391f59db5bdecc1a1684f8","title":"Transient Lifetime — New Instance Each Time","order":0},{"id":"seed_18a02616c34040bc58e003990f13bbfe","title":"Scoped Lifetime — Instance Per Scope","order":1},{"id":"seed_ae89dcc6fd254d389ea94e8fb246eca8","title":"Singleton Lifetime — Single Instance","order":2},{"id":"seed_24fe0ed34709b5910c9b7d0584396115","title":"Choosing Appropriate Lifetimes","order":3}]},{"id":"seed_82f189a2b188e10512b5e94ee82e4ca5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 21: Dependency Injection Deep Dive","sectionOrder":21,"title":"Di Anti Patterns And Best Practices","order":8,"contentType":"LEARNING","contentSlug":"di-anti-patterns-and-best-practices","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_99267a336a647e58c6a37abcd8cf28d7","title":"Constructor Over-Injection","order":0},{"id":"seed_b4c703d71f82552b1e8f96a270eba64d","title":"Circular Dependencies","order":1},{"id":"seed_f1e3c0b9937c662d2e842e572a4d7e47","title":"Captive Dependencies","order":2},{"id":"seed_ece4564a01522961a1ecb5f55c5f8aa0","title":"DI Best Practices Checklist","order":3}]},{"id":"seed_8cf35d216a3dbd388c9ef97ee2b7c846","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Why Concurrency Matters","order":1,"contentType":"LEARNING","contentSlug":"why-concurrency-matters","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_8ab6330d0f4815b2ee09ae02402498a7","title":"Single-threaded Limitations","order":0},{"id":"seed_dc161649a7d90749c03101395bd557c8","title":"Responsiveness and Throughput","order":1},{"id":"seed_4cdb4cae371e9853253cc2b15654baa4","title":"Multi-core Utilization","order":2},{"id":"seed_01353b3d2839dc0dfec26528713067bd","title":"Concurrency in Modern Applications","order":3}]},{"id":"seed_d1423b163211de48afa68240946de736","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Threads And Processes","order":2,"contentType":"LEARNING","contentSlug":"threads-and-processes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_4489d8b2eaa88e3fde9c538d9824fabd","title":"Process: The Independent Execution Environment","order":0},{"id":"seed_88cf5e13e714fb62db6a1ac465df657d","title":"Thread: The Lightweight Execution Unit","order":1},{"id":"seed_8256eaa801d737d80b16d6b01b732732","title":"Thread Lifecycle","order":2},{"id":"seed_a5c973db73c706f92d11734323ef479d","title":"Creating and Managing Threads","order":3}]},{"id":"seed_61cc9efb445be26d5fabe36bcd3e40b6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Thread Safety","order":3,"contentType":"LEARNING","contentSlug":"thread-safety","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_55439ec1a46e5767f186894b58b18b77","title":"What is Thread Safety","order":0},{"id":"seed_b39a7e4a7e39efcfdfdd2f23e8e73e99","title":"Shared Mutable State Problems","order":1},{"id":"seed_9cc74c2663ec2ad176faa2a775b5ac90","title":"Race Conditions","order":2},{"id":"seed_dcd51744fcedeb44bf9c7f9bf5b27c17","title":"Designing for Thread Safety","order":3}]},{"id":"seed_27aa7f16765859c9226c842360339c73","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Synchronization Primitives","order":4,"contentType":"LEARNING","contentSlug":"synchronization-primitives","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_372ef74a61ca7ce0ae866fe4b6303fbb","title":"Mutex and Locks: Ensuring Exclusive Access","order":0},{"id":"seed_949dd34b89c2d94539508e40d2e8e17a","title":"Semaphores: Counting-Based Synchronization","order":1},{"id":"seed_e05b44e3b10370ec1512d2ab01bb236e","title":"Monitors: Structured Concurrency Coordination","order":2},{"id":"seed_5afa8842e7b0b6e578dc1642030afb9f","title":"Choosing Synchronization Mechanisms","order":3}]},{"id":"seed_d22f93b8277eb4c8b5330e74a2de02b0","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Deadlocks And Prevention","order":5,"contentType":"LEARNING","contentSlug":"deadlocks-and-prevention","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_9b1c8c508c801a7882d137125d8ec297","title":"What is a Deadlock","order":0},{"id":"seed_acddf1b91c848f39aa3d6c79b5cd3db1","title":"Deadlock Conditions (The Coffman Conditions)","order":1},{"id":"seed_f0f3dcdea8d88e9483dcb57996e620e2","title":"Prevention Strategies","order":2},{"id":"seed_2ecec0a365460ecc372b4e955ae18fbb","title":"Detection and Recovery","order":3}]},{"id":"seed_c35af1bd0829845a161c5c5cb6bd3e11","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 22: Concurrency Fundamentals","sectionOrder":22,"title":"Atomic Operations","order":6,"contentType":"LEARNING","contentSlug":"atomic-operations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_5c74ea27bd2b3c04ea03ff23d7850b01","title":"What Are Atomic Operations","order":0},{"id":"seed_6b44ab7fa244a1da8f8941404d8acba8","title":"Atomic Primitives","order":1},{"id":"seed_e9fa4c30c8b29a552e762c93c35c9a29","title":"Compare-and-Swap (CAS)","order":2},{"id":"seed_9b4eb9ae21d6f49edc6cafc939c329b6","title":"Lock-Free Programming Basics","order":3}]},{"id":"seed_37ea72e10a41e6b6aa877126af078a04","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Producer Consumer Pattern","order":1,"contentType":"LEARNING","contentSlug":"producer-consumer-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_d46d4da586632cfa80ddc6a21b327062","title":"Problem: Coordinating Producers and Consumers","order":0},{"id":"seed_aa33783934d088a077b0dcb3b0c8c39a","title":"Solution: Bounded Buffer with Synchronization","order":1},{"id":"seed_1b2ab7a29c0984d887029deca7a1d583","title":"Implementation Strategies","order":2},{"id":"seed_7b53321dc415252674cfcbb453af33bc","title":"Use Cases and Examples","order":3}]},{"id":"seed_64280f44c445925c5fc9b746d05d71e8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Thread Pool Pattern","order":2,"contentType":"LEARNING","contentSlug":"thread-pool-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_58753e7ad2c9741ddf4cfd7b2ab57d16","title":"Problem: Expensive Thread Creation","order":0},{"id":"seed_c0e4d5d900b352df7cf41201e4afd80e","title":"Solution: Pool of Reusable Threads","order":1},{"id":"seed_b47bf69841dcbb4fd2b09a3bcdca8f08","title":"Pool Sizing Considerations","order":2},{"id":"seed_45998715e3451e6ff398f0f0b82190a1","title":"Thread Pool in Practice","order":3}]},{"id":"seed_185a4364516655a64d39728fdcd18385","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Read Write Lock Pattern","order":3,"contentType":"LEARNING","contentSlug":"read-write-lock-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_8aa671d118fa0f42bbe5b0c2c086d67f","title":"Problem: Multiple Readers, Single Writer","order":0},{"id":"seed_14af92422f5b9571dd2dc1ffe8c98585","title":"Solution: Read-Write Lock","order":1},{"id":"seed_bad54748fb73674dde88df02e1e68d7f","title":"Reader Preference vs Writer Preference","order":2},{"id":"seed_df8061045226e568b0e6c0feea70e531","title":"Use Cases and Examples","order":3}]},{"id":"seed_82c2701d283cc74f9716a92777746e49","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Future Promise Pattern","order":4,"contentType":"LEARNING","contentSlug":"future-promise-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_951d224b2fee0c825104ca858b626bc8","title":"Problem: Asynchronous Result Handling","order":0},{"id":"seed_84d37b770ea29701cff7ef308334b60a","title":"Solution: Future/Promise Abstraction","order":1},{"id":"seed_e4072ada418621bc7209fd1ad651e4d2","title":"Composing Futures","order":2},{"id":"seed_909576ba9415d49849b6ea3f7c1f8209","title":"Error Handling with Futures","order":3}]},{"id":"seed_ac1a1c58001d5fc8b2ed7e84bd276221","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Double Checked Locking","order":5,"contentType":"LEARNING","contentSlug":"double-checked-locking","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_3a517144641bc3bf6d28848a32c7c7b6","title":"Problem: Lazy Initialization in Concurrent Context","order":0},{"id":"seed_d7b4d1af848273c62932cf55295a338f","title":"Solution: Double-Checked Locking Pattern","order":1},{"id":"seed_2d7d6d96e4e6a7574b4dfa5a29d412c5","title":"Memory Model Considerations","order":2},{"id":"seed_c7d2c56a2eff262e51461e7aaae52431","title":"Safe Implementation Strategies","order":3}]},{"id":"seed_8173ee638491556066a373ae80c7d07a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Immutable Objects For Concurrency","order":6,"contentType":"LEARNING","contentSlug":"immutable-objects-for-concurrency","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_4b3c08053469452c0646ddbada06a91d","title":"Immutability Recap","order":0},{"id":"seed_0703a4143741cb113de074ed5c3da51e","title":"Thread Safety Through Immutability","order":1},{"id":"seed_41b9e785a4693187cab322bef5689169","title":"Designing Immutable Concurrent Objects","order":2},{"id":"seed_65326ab1a693ace4c7bab4f4741bfb0a","title":"Immutable Collections","order":3}]},{"id":"seed_70367bbd38860adf1d607c3e50d5904d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 23: Concurrency Patterns","sectionOrder":23,"title":"Active Object Pattern","order":7,"contentType":"LEARNING","contentSlug":"active-object-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_e93cd33074c6062dd5224f2da45354e5","title":"Problem: Decoupling Method Execution from Invocation","order":0},{"id":"seed_d36205bd167055ea042b805e77de38c9","title":"Solution: Active Object with Command Queue","order":1},{"id":"seed_5165cbe790941a2522b224a9a97c1b81","title":"Scheduler and Proxy: Advanced Patterns","order":2},{"id":"seed_b02f166829bf36b59abab489e3d77fbe","title":"Use Cases and Examples","order":3}]},{"id":"seed_2bd3cfba0e7efdc56d467d2d99c2c422","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Introduction To Ddd","order":1,"contentType":"LEARNING","contentSlug":"introduction-to-ddd","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_83fffa16687c5ef560a9a61591075310","title":"What is Domain-Driven Design","order":0},{"id":"seed_882473761d469b30794adfaa2740e33e","title":"Strategic vs Tactical DDD","order":1},{"id":"seed_4d64365852269fe231d0eea2a26d816d","title":"Ubiquitous Language","order":2},{"id":"seed_2e0535197c7f86714066fcf15a5e490e","title":"When DDD is Appropriate","order":3}]},{"id":"seed_22433df8915d434869882c61cb90adaa","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Entities","order":2,"contentType":"LEARNING","contentSlug":"entities","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_e964df082cd63d78fdc50e3bebabe55a","title":"What is an Entity","order":0},{"id":"seed_351b035625d30184162b9dad1b694624","title":"Identity vs Equality","order":1},{"id":"seed_af79d2dfa481c76e5fab53fe23b1502f","title":"Entity Design Guidelines","order":2},{"id":"seed_2bf9a6576df79a099f7964005c6d3177","title":"Entity Lifecycle","order":3}]},{"id":"seed_5705fb8dc1875652a4884ff128bf57f3","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Value Objects","order":3,"contentType":"LEARNING","contentSlug":"ddd-value-objects","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_7042e5685332f2a1e4eb1b3ac1d70552","title":"What is a Value Object","order":0},{"id":"seed_6bc7177051cf0600b2f9fc9d6504ca20","title":"Immutability and Equality","order":1},{"id":"seed_e41c19ce67485bfaad2ffd1e69f4239c","title":"Value Object Design","order":2},{"id":"seed_53170260af2fbc82d5da11cd36889a24","title":"When to Use Value Objects","order":3}]},{"id":"seed_46b012310328e6b9eff4307e9f45b037","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Aggregates","order":4,"contentType":"LEARNING","contentSlug":"ddd/aggregates","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.224Z","pages":[{"id":"seed_3148e709667fd40fb2ea5d2fedefbf4f","title":"What is an Aggregate","order":0},{"id":"seed_726524a7d3c9fd7da64b8268dd7a3e72","title":"Aggregate Root","order":1},{"id":"seed_ab5718a0914db62bb0b8a99dc07142b0","title":"Consistency Boundaries","order":2},{"id":"seed_67fabcb0b7542b07a84fa5fbabf40bc5","title":"Aggregate Design Rules","order":3}]},{"id":"seed_74503f636a680ff917bda14b7396a9ac","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Repositories","order":5,"contentType":"LEARNING","contentSlug":"ddd-repositories","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_dfb5742e4d79d8ff4e91b020361f1202","title":"What is a Repository","order":0},{"id":"seed_3d92c36dee6c3ae8e5e92c58968639e3","title":"Repository as Collection Abstraction","order":1},{"id":"seed_f3c37f1cba1652eb096be789065d7991","title":"Repository Interface Design","order":2},{"id":"seed_97f32bb34fffb138e0afc666e460d7b6","title":"Repository Implementation Considerations","order":3}]},{"id":"seed_0e4408f53c5f89c5597031c848a8cce8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Domain Events","order":6,"contentType":"LEARNING","contentSlug":"lld-domain-driven-design-domain-events","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_9fb9f77508195c2223956f24429b4ad6","title":"What Are Domain Events","order":0},{"id":"seed_ba69eae0a6e358e001f7d012b1e84a1b","title":"Event Naming and Structure","order":1},{"id":"seed_8cd264c12d8f618e9fa890f90276511f","title":"Raising and Handling Events","order":2},{"id":"seed_4b1e51e0882735e5990ed327bfe60ca0","title":"Events for Integration","order":3}]},{"id":"seed_6d280f72b9c1345121ea5551b247b5cf","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Domain Services","order":7,"contentType":"LEARNING","contentSlug":"domain-services","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_fcdd9c80fd0f2bf7e3274d9da64074f1","title":"When Logic Doesn't Belong to Entities","order":0},{"id":"seed_62a4da0cb19982e00911589b91377c0c","title":"Domain Service Characteristics","order":1},{"id":"seed_128f19fe2409e5f9d3a981efcbe8ad6c","title":"Domain Service vs Application Service","order":2},{"id":"seed_fdc40c3789b26b27cd5fc2a050916942","title":"Design Guidelines for Domain Services","order":3}]},{"id":"seed_b056fdc7aaf01d3d0a66f5e54b9eb2da","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 24: Domain Driven Design","sectionOrder":24,"title":"Bounded Contexts","order":8,"contentType":"LEARNING","contentSlug":"ddd-bounded-contexts","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_6c060fd6554b7bb09f57860df9959995","title":"What is a Bounded Context","order":0},{"id":"seed_96aa10b267c5d4d024ff9207e73f2037","title":"Context Boundaries","order":1},{"id":"seed_1869cf6b696c081d154d73cc678ca278","title":"Context Mapping","order":2},{"id":"seed_4b9f173c69cd7e568181b481f4da02b1","title":"Integration Between Contexts","order":3}]},{"id":"seed_e969405d3072826fe3288b0faed809a6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Why Architecture Matters","order":1,"contentType":"LEARNING","contentSlug":"why-architecture-matters","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_21f7b2b5b11d02468f0cb63f30d2a87d","title":"Architecture as Structural Decisions","order":0},{"id":"seed_ce25f9ccc61daafa493d36f9e3d92ab8","title":"Cost of Poor Architecture","order":1},{"id":"seed_a2a78c4a542eaa78d8827f529335d3e8","title":"Architecture and Testability","order":2},{"id":"seed_1bb28599b9caa8ef65e5d80e7ae0b1b2","title":"Architecture and Change","order":3}]},{"id":"seed_9d88a999847f23611ddf1f33560c7b85","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Traditional Layered Architecture","order":2,"contentType":"LEARNING","contentSlug":"traditional-layered-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_274e3d071463f1455c2b376b4e6b7516","title":"Presentation, Business, Data Layers","order":0},{"id":"seed_4cd95857018e73b47b5413c017d22640","title":"Layer Dependencies","order":1},{"id":"seed_92900700f8a28a70795705511c519ccf","title":"Benefits and Limitations","order":2},{"id":"seed_0ddc0662fe1967208c4430e5ae4ed87e","title":"When Layered Architecture Works","order":3}]},{"id":"seed_87776ac6b08a2cf2dee32ce800992d94","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Hexagonal Architecture","order":3,"contentType":"LEARNING","contentSlug":"hexagonal-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_d56baf3163e701716f5c4ec300d15886","title":"Core Domain at Center","order":0},{"id":"seed_deb18e97459617bb4ed9bb0de4fe9953","title":"Ports as Interfaces","order":1},{"id":"seed_14e0c3582a07a1010679b0cfa68e763f","title":"Adapters as Implementations","order":2},{"id":"seed_71bb6dfebd9003eda004058c5f68c4f7","title":"Inversion of Dependencies","order":3}]},{"id":"seed_e36d409ac217efeb3bd628f702a4183b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Onion Architecture","order":4,"contentType":"LEARNING","contentSlug":"onion-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_816da432552d55683e46873fd9691c64","title":"Core at Center, Infrastructure at Edge","order":0},{"id":"seed_0fdfe52eb4b4bac052f04f3ecb4e9fd1","title":"Layers and Dependencies","order":1},{"id":"seed_6467a3ae6be52b5db4d4b98329e6acba","title":"Comparison with Hexagonal Architecture","order":2},{"id":"seed_537ea1861d043b20a63eb5993e0287b6","title":"Onion Architecture in Practice","order":3}]},{"id":"seed_900e5754b9841ac60ab72998bb78ec1a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Clean Architecture","order":5,"contentType":"LEARNING","contentSlug":"clean-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_e9d49226de5c0318a3b4dc102877f52c","title":"Uncle Bob's Clean Architecture","order":0},{"id":"seed_8e91c6094bf7dcc32d82d965b611fc2b","title":"The Dependency Rule","order":1},{"id":"seed_341dc40c171f1e9761c583954422bed5","title":"Entities, Use Cases, Adapters, Frameworks","order":2},{"id":"seed_4daecf6d53905f9cebfe312c59dd4597","title":"Clean Architecture Structure","order":3}]},{"id":"seed_47eac867e3933c50925f76a2d5126e1d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Choosing An Architecture","order":6,"contentType":"LEARNING","contentSlug":"choosing-an-architecture","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_19dc738b6b75528ce3f62f156a041f0a","title":"Architecture Comparison: A Comprehensive Analysis","order":0},{"id":"seed_3b81e4909b2ac1df46081ec1d93b05e1","title":"Project Characteristics and Architecture Fit","order":1},{"id":"seed_200eb01c5e512ed06fc4c230f90bc5f4","title":"Evolution of Architecture: Managing Change Over Time","order":2},{"id":"seed_8b9de0eaa581b36bf5a75dc3d8069e59","title":"Practical Considerations: Implementation and Pitfalls","order":3}]},{"id":"seed_195c934cc23a12776a5750015e53d3a4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 25: Clean Layered Architecture","sectionOrder":25,"title":"Package Module Organization","order":7,"contentType":"LEARNING","contentSlug":"package-module-organization","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_e4fb60f8bc93476bc698a54a06887c2a","title":"Organizing Code by Layer vs Feature","order":0},{"id":"seed_9d7568fbac7e6550a23e66214a2fe1ff","title":"Package Coupling and Cohesion","order":1},{"id":"seed_4a415cd65962f049d2c0175db983a424","title":"Module Boundaries","order":2},{"id":"seed_0277249862e6320dd7ed92491d4c06a1","title":"Practical Organization Strategies","order":3}]},{"id":"seed_d7bbee67563121e8eac197c6b87d4448","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"What Is A Good Api","order":1,"contentType":"LEARNING","contentSlug":"what-is-a-good-api","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_4dd350194e6ef9093ad2d57f87d50ff4","title":"API as Contract","order":0},{"id":"seed_57e1cbc04031945ee14ae403d894527d","title":"Usability Principles","order":1},{"id":"seed_4b2a1ad792b6ffe29e42e5f1cddf37b6","title":"Consistency in API Design","order":2},{"id":"seed_4c0badea4e3bbd91c93968bfc075610b","title":"API Design Process","order":3}]},{"id":"seed_0568d519482b1bc1d4ac631c2e07601e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Method Signature Design","order":2,"contentType":"LEARNING","contentSlug":"method-signature-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_98b07a3e307cc17881df8a9911dabb61","title":"Method Naming Conventions","order":0},{"id":"seed_8744b3ce268d5959ab56cd8ca8b54e24","title":"Parameter Design","order":1},{"id":"seed_fccf7ea9d8a2daa608b96b064f18a1cb","title":"Return Type Design","order":2},{"id":"seed_ab334f13567bd62a943e5ce5bac9b8f2","title":"Overloading Guidelines","order":3}]},{"id":"seed_f8350b1533548ee392cba6848ef6fd41","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Error Handling In Apis","order":3,"contentType":"LEARNING","contentSlug":"error-handling-in-apis","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_c95560913965f9ac6af5b772fb1a5787","title":"Exceptions vs Error Codes","order":0},{"id":"seed_9f91ef93e172f5f912bd93d8dd13b4be","title":"Checked vs Unchecked Exceptions","order":1},{"id":"seed_bc76c004176a26930158ed46d23d3a5c","title":"Error Response Design","order":2},{"id":"seed_f35c684e1b14de57e3989399c5a6f315","title":"Error Documentation","order":3}]},{"id":"seed_591ee39701eb3dbdeb8317a46f343918","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Api Versioning","order":4,"contentType":"LEARNING","contentSlug":"lld-api-versioning","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_fa1b4794ddbf1c20881dfae07e9f28ef","title":"Why Versioning Matters","order":0},{"id":"seed_a2851d737e0bd059dec49e595208b9de","title":"Versioning Strategies","order":1},{"id":"seed_5fe93f388f3b79f187b68806148919cf","title":"Breaking vs Non-Breaking Changes","order":2},{"id":"seed_33d715dd0b452e2bcc1584991ebfa431","title":"Deprecation Handling","order":3}]},{"id":"seed_283d4e739aa1cad00c72f68973fa990d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Restful Api Design Principles","order":5,"contentType":"LEARNING","contentSlug":"restful-api-design-principles","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_2959887106eabfd7e6a2ff19c6ce6b6f","title":"REST Fundamentals","order":0},{"id":"seed_da5316474bb0406b3fd3b66bf018ff4a","title":"Resource Naming","order":1},{"id":"seed_975db846e115fad8d3aebf23a60464b8","title":"HTTP Methods and Semantics","order":2},{"id":"seed_08b59a342f14168e721f13711ea762d5","title":"Status Codes and Responses","order":3}]},{"id":"seed_ff0cf622c7e78232d3aff5b8627dbe15","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Dto Design","order":6,"contentType":"LEARNING","contentSlug":"dto-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_60aa7670a6bfab877adedd3665bfc027","title":"What Are DTOs","order":0},{"id":"seed_71165b7a0fc93adb2747c2202d34b362","title":"DTO vs Domain Objects","order":1},{"id":"seed_b6ea2cfd9833edd600a14e3e5a0dc612","title":"DTO Mapping Strategies","order":2},{"id":"seed_8079da33ef9d8b7037da190d86b167e4","title":"DTO Best Practices","order":3}]},{"id":"seed_58122aff377e2df7afa4cbde77d60384","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 26: Api Interface Design","sectionOrder":26,"title":"Api Documentation","order":7,"contentType":"LEARNING","contentSlug":"lld-api-documentation","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_70f471c3badfdd26752eb8f2c5ff92f9","title":"Self-Documenting APIs","order":0},{"id":"seed_05704964293292cf5351263b1d6ca4d0","title":"Documentation Tools and Formats","order":1},{"id":"seed_25686fc180399da40543bea2f4e540fd","title":"Documentation Best Practices","order":2},{"id":"seed_6d03998765d3f737b568a89870e9b1bc","title":"Keeping Documentation Current","order":3}]},{"id":"seed_b4510f16e895b628bec703e1c44bb548","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Persistence Layer Responsibilities","order":1,"contentType":"LEARNING","contentSlug":"persistence-layer-responsibilities","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_45426ecd88de11798223f78c781395ed","title":"Data Storage and Retrieval","order":0},{"id":"seed_146996b2b8adbdaa0e2969245aef5b6b","title":"Abstracting Storage Details","order":1},{"id":"seed_e5b81a4690e2abafb503988c4f4b3f01","title":"Transaction Management","order":2},{"id":"seed_906320ad2e22e9e4b2f98e12f34f0692","title":"Query Optimization","order":3}]},{"id":"seed_dc4603e10f4c03575065d7c01f8b9e18","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Repository Pattern Deep Dive","order":2,"contentType":"LEARNING","contentSlug":"repository-pattern-deep-dive","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_492e5809fc4da24477253be187e30f02","title":"Repository as Collection Abstraction","order":0},{"id":"seed_96b55e927a175a2bac5a84c2c89f5cad","title":"Generic vs Specific Repositories","order":1},{"id":"seed_e9a8a969bc99363c626011542312bdc2","title":"Repository Implementation","order":2},{"id":"seed_227430fe6bb114868f493e9d47a7ad40","title":"Unit Testing Repositories","order":3}]},{"id":"seed_87bb1cc41328a11ed417c0934effa700","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Data Access Object Dao Pattern","order":3,"contentType":"LEARNING","contentSlug":"dao-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_ce58046c327b88f325400e770563c6df","title":"DAO Definition and Purpose","order":0},{"id":"seed_c41e929257e984ac7e17cd8cda0bf363","title":"DAO vs Repository","order":1},{"id":"seed_c5b85d3a23470292e0bcc3f0d9c49b46","title":"DAO Implementation","order":2},{"id":"seed_53ec85b3018273b0551aa3274f884aea","title":"When to Use DAO","order":3}]},{"id":"seed_d8528ff184ec6d80f953cc86dff376d7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Unit Of Work Pattern","order":4,"contentType":"LEARNING","contentSlug":"unit-of-work-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.225Z","pages":[{"id":"seed_6a359b3afc83976262170462d493745d","title":"Managing Multiple Changes","order":0},{"id":"seed_c9b33d253566f3a2c03cd29e2c5b4f48","title":"Transaction Boundaries","order":1},{"id":"seed_5698210cb5ce73e91032f53bcbcd6992","title":"Unit of Work Implementation","order":2},{"id":"seed_7f02fe443f5c58a4b21cbf8f528f3654","title":"Integration with Repositories","order":3}]},{"id":"seed_c98805d55ac5cb5e70498370a1223eba","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Orm Considerations","order":5,"contentType":"LEARNING","contentSlug":"orm-considerations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_8bd59ddfdf6c23b58770593dd47c72b2","title":"What is ORM","order":0},{"id":"seed_4e6439b2e5fe2b60571cf6135a2c00fd","title":"ORM Benefits and Trade-offs","order":1},{"id":"seed_2639886733db66013a4771ecd2bcc997","title":"Mapping Strategies","order":2},{"id":"seed_4f525e590eb07ea8c4a05cc1a44cfa2e","title":"Performance Considerations","order":3}]},{"id":"seed_0281bee3cbc4ea9b5fe9a5441b08068b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Data Modeling For Lld","order":6,"contentType":"LEARNING","contentSlug":"data-modeling-for-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_e4e564631f46e91a12187158e4d24929","title":"Entity Relationships in Code","order":0},{"id":"seed_b794f6051b149e41bb358941d1a0593b","title":"One-to-One, One-to-Many, Many-to-Many Relationships","order":1},{"id":"seed_7c769f3d6d316ea5a0b1f753b8ab3c48","title":"Lazy vs Eager Loading","order":2},{"id":"seed_6283bed82081debe847c10bbd564170d","title":"Normalization vs Denormalization Trade-offs","order":3}]},{"id":"seed_4962bf5ab4784167e4ee6f1a693379ca","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 27: Persistence Layer Design","sectionOrder":27,"title":"Database Transactions At Lld Level","order":7,"contentType":"LEARNING","contentSlug":"database-transactions-at-lld-level","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_1e631a10943b0263c717206c15be0f73","title":"ACID Properties","order":0},{"id":"seed_d1f8795686288e5de54f3280792ab09d","title":"Transaction Boundaries in Code","order":1},{"id":"seed_36f6e18be76dd44b696ec4262af7c507","title":"Isolation Levels","order":2},{"id":"seed_0906e8292bff4c2d38a5f3cf1309617f","title":"Handling Transaction Failures","order":3}]},{"id":"seed_bea5f9bc1d6e29035e6e8e5dbbffc261","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Why Caching Matters","order":1,"contentType":"LEARNING","contentSlug":"lld-why-caching-matters","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_b77302054be2fa99625f675d4d784e87","title":"Performance Benefits","order":0},{"id":"seed_ece66663e7e01e776e7b2e9c4c701213","title":"Reducing Resource Consumption","order":1},{"id":"seed_32c5c8d59cc058753bd83b6d99386fa0","title":"Caching Trade-offs","order":2},{"id":"seed_1841fb051d578e2095a9b5de4887f9ab","title":"When to Cache","order":3}]},{"id":"seed_10ef959e8938013bc82b751fc288c095","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Cache Patterns","order":2,"contentType":"LEARNING","contentSlug":"cache-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_3c195b6d6e4c306a09ef237c7d3f4dc3","title":"Cache-aside Pattern (Lazy-loading Cache)","order":0},{"id":"seed_e1fb574749f30e9e0f49b5c62f4b2ae0","title":"Read-Through Cache Pattern","order":1},{"id":"seed_ccffd021b12ee9a6aa551f52cb5a8a7d","title":"Write-Through Cache Pattern","order":2},{"id":"seed_5019c943127fed287ca6fdbd983b65ea","title":"Write-behind Cache Pattern (Write-back)","order":3}]},{"id":"seed_0d28bdca3ae62b9f4e68fd8bcd4edb8d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Cache Design Considerations","order":3,"contentType":"LEARNING","contentSlug":"cache-design-considerations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_41eac1b57178a0b30da4808fcfa82752","title":"Cache Key Design","order":0},{"id":"seed_d9fdc1401c12b2c61e6da93de3754a2a","title":"Cache Size and Eviction Policies","order":1},{"id":"seed_0a45280dc2bb580e50b70dea249688a7","title":"Distributed vs Local Cache","order":2},{"id":"seed_3c7a53242aefbb432ec286466137fa55","title":"Cache Warming Strategies","order":3}]},{"id":"seed_a424d8b598bb6cca682da8a79b89aed3","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies","sectionOrder":28,"title":"Cache Testing And Monitoring","order":4,"contentType":"LEARNING","contentSlug":"cache-testing-and-monitoring","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_7b0ffc37ca8e80ed60db975fde28cd14","title":"Testing Cached Behavior","order":0},{"id":"seed_cdf3f1b6cbc3449715c91b487cc60df7","title":"Cache Hit/Miss Metrics","order":1},{"id":"seed_c8d0a53bc1778c1543769ccfc3b0fc74","title":"Debugging Cache Issues","order":2},{"id":"seed_3e413ac73993cfa5ac1a8128ce7864fb","title":"Cache Performance Tuning","order":3}]},{"id":"seed_4b3cd8a6c5cc668e960c80db504cef49","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies Lld","sectionOrder":29,"title":"Cache Invalidation Strategies","order":1,"contentType":"LEARNING","contentSlug":"lld-cache-invalidation-strategies","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_7cd1d13e4f84ece910f8d356faf15e04","title":"Time-Based Expiration","order":0},{"id":"seed_61e6716095c6d356e0df03304a807cc0","title":"Event-Based Invalidation","order":1},{"id":"seed_5360297a7a98aa295a83d66b9470c686","title":"Cache Versioning","order":2},{"id":"seed_3b58192265200b7910e82db334a79266","title":"Dealing with Stale Data","order":3}]},{"id":"seed_49efc881b04b3a49d57201aa5dd4ea32","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 28: Caching Strategies Lld","sectionOrder":29,"title":"Caching In Object Design","order":2,"contentType":"LEARNING","contentSlug":"caching-in-object-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_09f42d345b4d721c66ababc3191e6760","title":"Memoization Pattern","order":0},{"id":"seed_b9abc3b9e0abedc0374238190d1f7902","title":"Lazy Loading with Caching","order":1},{"id":"seed_03d34df9645f45dd975c2932c3dfa558","title":"Caching Computed Properties","order":2},{"id":"seed_d13ce4a3b452a60e24d4e1855270eed4","title":"Cache as Collaborator","order":3}]},{"id":"seed_b82e80ae95c58d41ffe5c6870b9b59f2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Introduction To Event Driven Design","order":1,"contentType":"LEARNING","contentSlug":"introduction-to-event-driven-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_d5c5f9b9f2379a9ba14f0e0f3ee51fd0","title":"What is Event-Driven Design","order":0},{"id":"seed_730f2b56caa7c09b1a3e29af674be4df","title":"Events vs Commands","order":1},{"id":"seed_697105e4bddd69169b0497e1d655a810","title":"Benefits of Event-Driven Approach","order":2},{"id":"seed_e0c635b492fe081f115a678cae2cf2b1","title":"When to Use Events","order":3}]},{"id":"seed_8f79c7e0b23b60ea393ad98d03690b38","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Domain Events","order":2,"contentType":"LEARNING","contentSlug":"lld-event-driven-design-domain-events","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_274e2853545906b23ead8be4728de36a","title":"Recap from DDD Chapter","order":0},{"id":"seed_6845178ae0735d91f160da68607c9e77","title":"Designing Domain Events","order":1},{"id":"seed_2456a1e6bf73574131718ec625fe7925","title":"Event Naming and Structure","order":2},{"id":"seed_e07b22e7a88b2a3c1988b99f14aaba4e","title":"Immutable Event Objects","order":3}]},{"id":"seed_06bbd72d0bb249a33271106d683547fd","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Event Handlers","order":3,"contentType":"LEARNING","contentSlug":"event-handlers","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_78888e3578c37a9b00bb8f98ce26ed85","title":"What is an Event Handler","order":0},{"id":"seed_bf9ecf0fd6b820d1859006339adc01b8","title":"Handler Design Principles","order":1},{"id":"seed_3df3282392c1e818de142673cbc08579","title":"Single vs Multiple Handlers","order":2},{"id":"seed_7ffe58b7f9d49de4babf24e5f6e9e7bb","title":"Handler Ordering","order":3}]},{"id":"seed_b2e883e2e24a18967d8a348011cfee38","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Publish Subscribe Pattern","order":4,"contentType":"LEARNING","contentSlug":"publish-subscribe-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_eb66c86061ecb09002339aa30e9ba166","title":"Publisher and Subscriber Roles","order":0},{"id":"seed_26cd0929a07908f57eff778c86f0a39a","title":"Event Bus/Dispatcher","order":1},{"id":"seed_2ae9527cdc2361a7f0be643c9350bf95","title":"Coupling and Decoupling","order":2},{"id":"seed_82b67949af3dffeaa87de9a3283f23f9","title":"Implementation Approaches","order":3}]},{"id":"seed_109ac57bdeca7226070a67990d371774","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Event Sourcing Basics","order":5,"contentType":"LEARNING","contentSlug":"event-sourcing-basics","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_8c50cd98efcc90a41cbd94f3cdc6595f","title":"What is Event Sourcing","order":0},{"id":"seed_c25c25c08823dfc6d5eedadd836a1fa7","title":"Events as Source of Truth","order":1},{"id":"seed_73f41881e821e035e538966fb0628670","title":"Reconstructing State from Events","order":2},{"id":"seed_81330f9e8de3a5de556260871b32c67f","title":"Event Sourcing Trade-offs","order":3}]},{"id":"seed_8d837d5960373ce745a8f934a8c7ca36","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Event Driven Integration","order":6,"contentType":"LEARNING","contentSlug":"event-driven-integration","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_596bcd9b4642a6d77f1743b1b30f3f83","title":"Events Across Boundaries","order":0},{"id":"seed_7a86458c5ee5d3d4c00dceff0586172d","title":"Event Serialization","order":1},{"id":"seed_28a85bb88b293bcb09f3b56491703ae8","title":"Event Versioning","order":2},{"id":"seed_d6b70e5f2a506a35b432f20519df56a0","title":"Integration Patterns","order":3}]},{"id":"seed_ed06adfc099b4102e2b52095d918f083","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 29: Event Driven Design","sectionOrder":30,"title":"Testing Event Driven Designs","order":7,"contentType":"LEARNING","contentSlug":"testing-event-driven-designs","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_58d841b8fa62b59fa9a52f5e82d71f04","title":"Testing Event Raising","order":0},{"id":"seed_ba5240417e07b6161d5fc09872ec5132","title":"Testing Event Handling","order":1},{"id":"seed_a2f6320d44153e92981d12c3a51d61e2","title":"Integration Testing with Events","order":2},{"id":"seed_88ca68557d79cb60894ca2af259fbcb9","title":"Event Debugging","order":3}]},{"id":"seed_c1ad9b422bfa797c7b9e020e99593a13","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"What Is Resource Management","order":1,"contentType":"LEARNING","contentSlug":"what-is-resource-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_49c0b402adde5aac04c17111c30faf41","title":"Definition of Resources","order":0},{"id":"seed_6705d004266874e989eb5f76f06915c7","title":"Types of Resources: Memory, Files, Connections, Handles","order":1},{"id":"seed_72c1b6c5b13fdd9d6d4b2b60eaf0d9f0","title":"Resource Lifecycle","order":2},{"id":"seed_af26fd0ccf70a81fdc7bc6dca92f7fbb","title":"Why Resource Management Matters","order":3}]},{"id":"seed_f5f13bebb6d4c714f5a01df235277b70","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Object Lifecycle Management","order":2,"contentType":"LEARNING","contentSlug":"object-lifecycle-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_c3054cedccf8b723c746a3aeff9a5db2","title":"Creation, Use, and Disposal Phases","order":0},{"id":"seed_15cd689d189193ba66aa0264ed15c52e","title":"Deterministic vs Non-deterministic Cleanup","order":1},{"id":"seed_0203130e62de0ea910f24e51c552f23f","title":"Finalizers and Their Problems","order":2},{"id":"seed_4a5c2e783817c76815cf97b8121b015b","title":"Explicit Cleanup Methods","order":3}]},{"id":"seed_8d20adecb3526f7ee11180a1e9c34eb1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Disposable Pattern","order":3,"contentType":"LEARNING","contentSlug":"disposable-pattern","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_d810b1d358e913977cc31b0b2d3fea9f","title":"Disposable Interface Concept","order":0},{"id":"seed_84ad126b31757095721f837dd2f71c34","title":"Using Disposable Objects Safely","order":1},{"id":"seed_874bc6950c9728ebf611003520874a79","title":"Resource Cleanup Guarantee","order":2},{"id":"seed_ab8b7c7c74c56ef995ceb79c15b5448e","title":"Nested Disposables","order":3}]},{"id":"seed_cf0472cf09370350a71f37aa0aa85cd8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Connection Pooling","order":4,"contentType":"LEARNING","contentSlug":"lld-connection-pooling","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.226Z","pages":[{"id":"seed_3c141cc959a4c13c061b50f64f0b42ab","title":"Why Pool Connections","order":0},{"id":"seed_224ba89691884c7c8b5eeb9bc9c442b8","title":"Pool Design Considerations","order":1},{"id":"seed_79a91340ad922bba556a0772d518a438","title":"Pool Size Management","order":2},{"id":"seed_0d76863b2eee794abf199a57afe22515","title":"Returning Connections to Pool","order":3}]},{"id":"seed_b0764df0bb8da458e56a2b2294848694","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Memory Management Considerations","order":5,"contentType":"LEARNING","contentSlug":"memory-management-considerations","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_1bf1b841c5fe7b3f757dfdcdf3c33baf","title":"Stack vs Heap Memory","order":0},{"id":"seed_3807e6c49245b738c2352ae7042f28fb","title":"Object References and Garbage Collection","order":1},{"id":"seed_5a3e4e3f307540d7ddd4d9696cfec359","title":"Memory Leaks in Managed Languages","order":2},{"id":"seed_f00f8fe51730a0dd2495c273056423a8","title":"Weak References","order":3}]},{"id":"seed_f19607253ce9792bb396e69a77eed032","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Resource Acquisition Patterns","order":6,"contentType":"LEARNING","contentSlug":"resource-acquisition-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_f451590a99ee37fd4eccce5e64658ac4","title":"RAII: Resource Acquisition Is Initialization","order":0},{"id":"seed_75049ef5c70d4bb180409f07c7430767","title":"Try-with-resources and Using Patterns","order":1},{"id":"seed_8a12198febcb5ad4efbeab824c4ca2fd","title":"Scope-Based Resource Management","order":2},{"id":"seed_4e1b195f38eecf4d96f35242535490ab","title":"Factory Methods for Resources","order":3}]},{"id":"seed_1605a58580415b26519b63986566f30e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 30: Resource Management","sectionOrder":31,"title":"Testing Resource Management","order":7,"contentType":"LEARNING","contentSlug":"testing-resource-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_569ff07ae153d3cff8af9cb17ff1d986","title":"Verifying Resource Cleanup","order":0},{"id":"seed_0860c7364d0b6a9b0e9408238e9aa077","title":"Detecting Resource Leaks","order":1},{"id":"seed_90082a9a12fcbc25e0ef794c831aca8f","title":"Mocking External Resources","order":2},{"id":"seed_a92ad54898adf9c21c3b0bfc7927ab7a","title":"Integration Testing with Resources","order":3}]},{"id":"seed_4f4f61713f44a4748f5dcacd7704044d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Errors Vs Exceptions","order":1,"contentType":"LEARNING","contentSlug":"errors-vs-exceptions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_18a31fe39d0172c444c9e4c286485ede","title":"What is an Error","order":0},{"id":"seed_0a1f1303c58dedb3bde24c67c73199db","title":"What is an Exception","order":1},{"id":"seed_170a4ed313a98637f0c5c8ea68d04b5a","title":"When to Use Exceptions","order":2},{"id":"seed_6429c72a79018ecd41dfccef20d9bf6c","title":"Error Handling Philosophy","order":3}]},{"id":"seed_f139140e44bc8284f3283f15b28c6789","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Exception Hierarchy Design","order":2,"contentType":"LEARNING","contentSlug":"exception-hierarchy-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_7d8e2feea1d9f864b35c801f60691f23","title":"Base Exception Classes","order":0},{"id":"seed_bacb82b86765aa047411a5141ea6026b","title":"Custom Exception Classes","order":1},{"id":"seed_a16b496b6b6f1f78d573c1b990ac89e1","title":"Exception Categorization","order":2},{"id":"seed_4da646e268c37126ec539dcb9dfa0986","title":"Naming Conventions","order":3}]},{"id":"seed_59376056950b4eb77ae473f68b7e84f9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Checked Vs Unchecked Exceptions","order":3,"contentType":"LEARNING","contentSlug":"checked-vs-unchecked-exceptions","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_8feb2891916b8286b814548dee366b28","title":"Checked Exceptions and Their Trade-offs","order":0},{"id":"seed_9486f7ae305c438e83f5db8312b1f1f1","title":"Unchecked Exceptions and Their Use","order":1},{"id":"seed_ed76ade460b3a8a6085b7e895078c864","title":"Language Differences in Exception Handling","order":2},{"id":"seed_947c54a8442b5cb238bbca705d2c4b7c","title":"Choosing Exception Types","order":3}]},{"id":"seed_90284d6a08cbb23a1d229a429e4d2be1","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Error States And Result Types","order":4,"contentType":"LEARNING","contentSlug":"error-states-and-result-types","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_753697bd3603c0d44d6b670d4c3d68aa","title":"Error States vs Exceptions","order":0},{"id":"seed_67bd2164687de4c98bbfb2eb14f91cd2","title":"Result/Either Type Pattern","order":1},{"id":"seed_37ba2a11036b0b1c307af4ac16f544cd","title":"Option/Maybe Type Pattern","order":2},{"id":"seed_15d08be86cdd85a4f13ffcc7e460b501","title":"When to Use Result Types","order":3}]},{"id":"seed_1eff0831eadd7f32c8dc4eaefea7dbad","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Exception Handling Best Practices","order":5,"contentType":"LEARNING","contentSlug":"exception-handling-best-practices","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_fad69a28175bad1178b5e5b7a26bd760","title":"Catch Specific Exceptions","order":0},{"id":"seed_fea6cb73410cdff9c68535e543cbf679","title":"Don't Swallow Exceptions","order":1},{"id":"seed_3e86db85ebf5d1a37b8862f49208b865","title":"Exception Wrapping and Chaining","order":2},{"id":"seed_61a8a6e721dbd3cf6085bed13ef09099","title":"Clean-up in Exception Handlers","order":3}]},{"id":"seed_9c292ae3f643e1f08e1ee54aa95a8e58","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Validation And Defensive Programming","order":6,"contentType":"LEARNING","contentSlug":"validation-and-defensive-programming","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_ddb1f2c51fc15e1375906e47e5787e32","title":"Input Validation Strategies","order":0},{"id":"seed_bd2c82cea4026ac2c64b51d04849ce2e","title":"Guard Clauses","order":1},{"id":"seed_9102fa1f66ffe35dbc4499b810b4a7c5","title":"Assertions vs Validation","order":2},{"id":"seed_a0c8835bf107b34ed5cfca5892f2cea6","title":"Fail-Fast Principle","order":3}]},{"id":"seed_f20ac222f72ba6bea1f48655fcdfa8d2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 31: Exception Error Handling Design","sectionOrder":32,"title":"Error Handling At Boundaries","order":7,"contentType":"LEARNING","contentSlug":"error-handling-at-boundaries","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_394f052307e80c72e13434cc4946424a","title":"Exception Translation at Layers","order":0},{"id":"seed_1c406a567936054713d2a28fcafb889b","title":"User-Facing Error Messages","order":1},{"id":"seed_8c06a25903ac892902c2123847a84c42","title":"Logging Errors Appropriately","order":2},{"id":"seed_f65204c2450a050fec1ef7b49bee483f","title":"Error Recovery Strategies","order":3}]},{"id":"seed_f7e1e7a381aa053c8ed9cf96ae771aee","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Why Testing Matters For Lld","order":1,"contentType":"LEARNING","contentSlug":"why-testing-matters-for-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_13d1e6324c48002a57549ba30024ca73","title":"Testing as Design Feedback","order":0},{"id":"seed_df50df9a5942f3db43981165aac4e15c","title":"Testing for Confidence","order":1},{"id":"seed_71c054aa9a44165d15465b2c8cbfd205","title":"Testing and Maintainability","order":2},{"id":"seed_a27ad3309bf1910a19dcb292b57197e6","title":"TDD and Design Quality","order":3}]},{"id":"seed_40ff9cee014cb4b748bc0a1344050c02","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Unit Testing Fundamentals","order":2,"contentType":"LEARNING","contentSlug":"unit-testing-fundamentals","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_7d0379cfefcfb9998504d546aee6bb63","title":"What Is a Unit Test","order":0},{"id":"seed_2bdbfee394a35e725af36d7aee7f3ea3","title":"Test Structure: Arrange, Act, Assert","order":1},{"id":"seed_ceaf1e29c480a2760d23482ee1e4f8fc","title":"Test Naming Conventions","order":2},{"id":"seed_87eba113e0e165dbe85c153492402b37","title":"Test Organization","order":3}]},{"id":"seed_069c54679b4961f071407080de0a8040","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Test Doubles Mocks Stubs Fakes","order":3,"contentType":"LEARNING","contentSlug":"test-doubles-mocks-stubs-fakes","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_9a65014d39abf7c7be849f093c551664","title":"Stubs — Pre-Programmed Returns","order":0},{"id":"seed_7b336af0f103f3ef9e8ebf3192f89fe5","title":"Mocks — Verifying Interactions","order":1},{"id":"seed_221e162554cb530717b13768cc0fea08","title":"Fakes — Working Implementations","order":2},{"id":"seed_891c46fc7d05216f8df923b873989e4f","title":"Choosing the Right Double","order":3}]},{"id":"seed_0650cdf2c09e6c2dd19ea812fa05f4b5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Mocking Dependencies","order":4,"contentType":"LEARNING","contentSlug":"mocking-dependencies","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_ce48dc5c4ed424b9d4d18bdb48adfc2b","title":"Why We Mock Dependencies","order":0},{"id":"seed_d97c330c62597bac4ef40ddd35b408bd","title":"Mocking Frameworks Overview","order":1},{"id":"seed_d6d76ce500c9b2a931a7e2c45e273cdb","title":"Mocking Best Practices","order":2},{"id":"seed_1265bf40e3452a7eddb6269a912e033a","title":"Over-Mocking Pitfalls","order":3}]},{"id":"seed_4b048089a091123945ef416a1705bc45","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Test Driven Development Tdd","order":5,"contentType":"LEARNING","contentSlug":"test-driven-development-tdd","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_42c0fc5c13a982c01b8b4cd30c33b5fd","title":"TDD Cycle: Red, Green, Refactor","order":0},{"id":"seed_1c7633b960b4c825317e44e47933006e","title":"TDD Benefits for Design","order":1},{"id":"seed_ae886ba8545042cfb6c7f909765ffe3e","title":"Writing Tests First","order":2},{"id":"seed_1cea9547f3fcbcccf815755eaabc6f43","title":"TDD in Practice","order":3}]},{"id":"seed_2b456057eff2dfda7b9bb70fcf99e109","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Testing Private Methods And Internals","order":6,"contentType":"LEARNING","contentSlug":"testing-private-methods-and-internals","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_1a55e4b7fdb234cbf7a491aba415b925","title":"Should We Test Private Methods?","order":0},{"id":"seed_7c825cca8d9a3097010f8ce396d6b8aa","title":"Testing Through Public Interface","order":1},{"id":"seed_d48a6b764f040264ffc36073152f34a9","title":"When to Make Methods Testable","order":2},{"id":"seed_7833578511d56d3b0fe5aba131750182","title":"Design for Testability","order":3}]},{"id":"seed_ad95c3a9dddba788da8eed039a3c9910","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Integration Testing At Lld Level","order":7,"contentType":"LEARNING","contentSlug":"integration-testing-at-lld-level","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_c393d5edabfeb28c4825f755f614a71e","title":"What is Integration Testing","order":0},{"id":"seed_87236fa1f91276e0ed9171088aa63632","title":"Testing Component Interactions","order":1},{"id":"seed_e127919e1b75a6c15e4ee705bddf57a1","title":"Database Integration Testing","order":2},{"id":"seed_9349737f6ee78f0513358728348523d4","title":"Integration Test Strategies","order":3}]},{"id":"seed_deff3612e1ba63663931076321b23df5","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 32: Testing Object Oriented Designs","sectionOrder":33,"title":"Code Coverage And Test Quality","order":8,"contentType":"LEARNING","contentSlug":"code-coverage-and-test-quality","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_cbb0924cc72afe8ce38381cc62159a28","title":"What is Code Coverage","order":0},{"id":"seed_795189cdb25ca21a824da41da17e243c","title":"Coverage Types: Line, Branch, Path","order":1},{"id":"seed_03dea71cb627e4bacc31c29b46207a6d","title":"Coverage Limitations","order":2},{"id":"seed_ffc6802fb23d705ecf2a5ddb52b4bbab","title":"Meaningful vs. Metric-Driven Coverage","order":3}]},{"id":"seed_1861177da832c9f94511a739d5aa211a","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Logging In Lld","order":1,"contentType":"LEARNING","contentSlug":"logging-in-lld","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_28481e957f792ec902154f86b4cf2735","title":"Why Logging Matters","order":0},{"id":"seed_49172bde5a90528eb8fa3d275c1bb762","title":"Logging Levels and When to Use Them","order":1},{"id":"seed_9582f6f4775986112367be9414df7f91","title":"What to Log","order":2},{"id":"seed_e0afbd067db99f55760e2b27b87b1f51","title":"Structured Logging","order":3}]},{"id":"seed_6b82f19778d58182faafc6495ed4ceec","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Observability Design","order":2,"contentType":"LEARNING","contentSlug":"observability-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.227Z","pages":[{"id":"seed_b7aad1ce17f451494725a473f2127fdd","title":"Designing Observable Classes","order":0},{"id":"seed_78324e5a49b99dab8076d3617e1923f2","title":"Metrics and Monitoring Hooks","order":1},{"id":"seed_b3977048cfed2caf9bbfdf6c48d0ae5d","title":"Tracing Considerations","order":2},{"id":"seed_34dd5deab8f7f452bd9df24780eaa0ec","title":"Debug-Friendly Design","order":3}]},{"id":"seed_b57dcef5420a9f6d1d2a06a59a78bbec","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Security Patterns","order":3,"contentType":"LEARNING","contentSlug":"security-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_7592fea87d503d9af42b929649ae714f","title":"Authentication Design Patterns","order":0},{"id":"seed_84ab3301ed50500a6b07213fb13341e9","title":"Authorization Design Patterns","order":1},{"id":"seed_e576511e3ca8efb8b708f8bb5672beda","title":"Secure Object Design","order":2},{"id":"seed_69c63170b6e1369191520a665ba77ff2","title":"Input Sanitization","order":3}]},{"id":"seed_9fb8d235292aa1c55ffc4bf05f3f8087","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Secrets Management","order":4,"contentType":"LEARNING","contentSlug":"lld-secrets-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_29362fbccb5b4234e8543dd686861b27","title":"Handling Sensitive Data in Code","order":0},{"id":"seed_da7c70066a3a6a92ac64e6b25d8f2c07","title":"Configuration vs Secrets","order":1},{"id":"seed_cb99c57a6461f0a2ef2ba670ea0f0fb4","title":"Secrets Injection","order":2},{"id":"seed_3704c2aafe66b154f180ece7eeea82bc","title":"Avoiding Secrets in Logs","order":3}]},{"id":"seed_97047b89732bd7130a4166bd65e49aec","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Configuration Management","order":5,"contentType":"LEARNING","contentSlug":"lld-configuration-management","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_ab3917e2561efda620210f36250df3db","title":"Hard-Coded vs Configurable Values","order":0},{"id":"seed_70be1efb25a2baac3c7132c09531169b","title":"Configuration Objects and Classes","order":1},{"id":"seed_12d73937ded6cc740e851d09721c90f0","title":"Environment-Based Configuration","order":2},{"id":"seed_579c9aa1f7f0f20d160d21593e9193d8","title":"Configuration Validation","order":3}]},{"id":"seed_c293605b7667addc3a6d06d7c0659149","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 33: Logging Security Configuration","sectionOrder":34,"title":"Feature Flags","order":6,"contentType":"LEARNING","contentSlug":"feature-flags","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_26889055af8282169c37bd1ec0768796","title":"What Are Feature Flags","order":0},{"id":"seed_4c39b503f522b454a2b7e4ab6b4feaaf","title":"Feature Flag Design Patterns","order":1},{"id":"seed_4ed5c3dcf48a8426379634ed3fab03b5","title":"Flag Lifecycle Management","order":2},{"id":"seed_e4ab1e891878dba3eba981e8995f51a7","title":"Testing with Feature Flags","order":3}]},{"id":"seed_5d9b697b8efe24331d37db4008e5f71e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Understanding Lld Problem Statements","order":1,"contentType":"LEARNING","contentSlug":"understanding-lld-problem-statements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_1c31966ae06349aa46b4689e15877879","title":"Reading Requirements Carefully","order":0},{"id":"seed_95c26446d6860e91d883237be69c613a","title":"Identifying Scope and Constraints","order":1},{"id":"seed_421fe424290827f6b63c444bb1b32ac4","title":"Clarifying Ambiguities","order":2},{"id":"seed_c417eb13c1d41aedb4a229bb7dd604e5","title":"Implicit vs Explicit Requirements","order":3}]},{"id":"seed_558782d3e1900dffcf12c15d3cb0fa4b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Gathering Requirements","order":2,"contentType":"LEARNING","contentSlug":"gathering-requirements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_bad454b10d6bb0a7c435ff48d0931971","title":"Functional Requirements","order":0},{"id":"seed_9b4b8660b904c7ed2c69a85affd94fb5","title":"Non-Functional Requirements","order":1},{"id":"seed_8fb30ad2762644a7eb44e141e2b21bfe","title":"Asking Clarifying Questions","order":2},{"id":"seed_260b0885e44f0fd2eaa209559222e31b","title":"Documenting Requirements","order":3}]},{"id":"seed_5a219cc7ca52fa64076fa1f99b67d702","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Identifying Core Entities","order":3,"contentType":"LEARNING","contentSlug":"identifying-core-entities","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_a450d511267ec90f836e5f680734ed11","title":"Noun Extraction Technique","order":0},{"id":"seed_9d70d066b8bc3684d6bdde3ecd8cab1f","title":"Entity vs Attribute Distinction","order":1},{"id":"seed_a854b7e255d16d04595526eba22ee4e5","title":"Essential vs Optional Entities","order":2},{"id":"seed_2a318d07d5b025c2d70ab09bfe1e024d","title":"Entity List Validation","order":3}]},{"id":"seed_1e025dbbd91b0b0373f17ae00089dad8","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Defining Relationships","order":4,"contentType":"LEARNING","contentSlug":"defining-relationships","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_1355d84eff69ef67199bf34dd8cbd219","title":"Relationship Types Review","order":0},{"id":"seed_5bce7498dcc0e949a1f347ab57d04daa","title":"Cardinality and Multiplicity","order":1},{"id":"seed_c9c8420bf644f91848bcf3d99e20dfee","title":"Navigability","order":2},{"id":"seed_a1ef0bad0f86cfe15c753037d9028ae6","title":"Relationship Validation","order":3}]},{"id":"seed_4f4fe161105fd25a5d33b47a7454fbd2","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Applying Design Patterns","order":5,"contentType":"LEARNING","contentSlug":"applying-design-patterns","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_d65e1ead7d1174a8c060227c065f4efd","title":"Pattern Matching to Problems","order":0},{"id":"seed_e4ed99122f68637101d5b75ac0037484","title":"Selecting Appropriate Patterns","order":1},{"id":"seed_987c9e81445ef1bedf94fd9730cfaf5f","title":"Pattern Combination","order":2},{"id":"seed_234b7badf7f4194a8375b9e1b444aad4","title":"Avoiding Over-Engineering","order":3}]},{"id":"seed_cc1d1a47d75fc356a9e5ddcb53b8f1a4","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Validating The Design","order":6,"contentType":"LEARNING","contentSlug":"validating-the-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_cf5df028b0e05a3c33fd924baeec4bd1","title":"Design Review Checklist","order":0},{"id":"seed_f1df45b4c9ece8987084358556c4cbf8","title":"SOLID Compliance Check","order":1},{"id":"seed_d716ab9ad06e5f30b7affe1e42495105","title":"Extensibility Validation","order":2},{"id":"seed_aa0ecc3cf29269d03252846117d29851","title":"Simplicity Check","order":3}]},{"id":"seed_2dcaf667097c2de0587d815d4de1c9a7","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 34: Lld Problem Solving Framework","sectionOrder":35,"title":"Iterating And Refining","order":7,"contentType":"LEARNING","contentSlug":"iterating-and-refining","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_340075caa96f4e1755c3bff11a3df90f","title":"Design is Iterative","order":0},{"id":"seed_657e3c390b85393c237a301c2051bcb5","title":"Feedback Incorporation","order":1},{"id":"seed_856c9af332219d815a91584be3f4135e","title":"Trade-off Decisions","order":2},{"id":"seed_fa2b5c556672f1b19fd450b7a8d5c00d","title":"Final Design Documentation","order":3}]},{"id":"seed_822e239d3c3560d84663d1090db0aba6","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Parking Lot System","order":1,"contentType":"LEARNING","contentSlug":"parking-lot-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_1676f268ade8bb384519bb154f5d1535","title":"Requirements Analysis","order":0},{"id":"seed_61fba8f1a5b3ba812a3e29b40e39fec9","title":"Core Entities: Vehicle, ParkingSpot, Ticket, ParkingLot","order":1},{"id":"seed_f37f64993e893c427587d8c3633b1d95","title":"Class Relationships and Design","order":2},{"id":"seed_536d3c726d9052d87c79eeab94624406","title":"Patterns Applied: Factory and Strategy","order":3},{"id":"seed_29eb2e39106370eca2409a5d81cda349","title":"Edge Cases and Extensions","order":4},{"id":"seed_12b368ecd4751078c56b0ee19c5d4df0","title":"Complete Design Walkthrough","order":5}]},{"id":"seed_84f756f5d53c5103e5562ab995bf1cf9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Library Management System","order":2,"contentType":"LEARNING","contentSlug":"library-management-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_7008aa41a1b94847daad408ddfd9cd9a","title":"Requirements Analysis","order":0},{"id":"seed_198b2010f5b5585b862f4719dc1d056b","title":"Core Entities: Book, Member, Loan, Librarian","order":1},{"id":"seed_575b7deae142409315cda7f3b5bb6ae6","title":"Class Relationships and Design","order":2},{"id":"seed_45af667eedafd406706345319affaef1","title":"Patterns Applied: Observer and State","order":3},{"id":"seed_ba9fafbc3e7e6d1839651e3414c21226","title":"Fine Calculation and Reservations","order":4},{"id":"seed_dd6903a4f58c767185f3e7408166cf4c","title":"Complete Design Walkthrough","order":5}]},{"id":"seed_641e4a13c52b22fcc8b25278fbdb826e","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Elevator System","order":3,"contentType":"LEARNING","contentSlug":"elevator-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_a17d81328a462722a02f8e5ef508b037","title":"Requirements Analysis for Elevator System","order":0},{"id":"seed_91a78a5d9c9ec0a41643d5976cddcc79","title":"Core Entities: Elevator, Floor, Request, Controller","order":1},{"id":"seed_4900f2e62aebe06b21fc06af8288c854","title":"State Management Design","order":2},{"id":"seed_945e154c5eb90318c4f86cb89107711c","title":"Scheduling Algorithms: FCFS and SCAN","order":3},{"id":"seed_f1a903bc5d4bbea5feccfa6bf2d54b86","title":"Patterns Applied: State, Strategy, Observer","order":4},{"id":"seed_c07ec73e8b23f459791b5a2723a8d183","title":"Complete Design Walkthrough","order":5}]},{"id":"seed_52d436178e0c7535ce8be37bba0f8972","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Chess Game","order":4,"contentType":"LEARNING","contentSlug":"chess-game","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_f0dec5c01085fda0ea83dc056dd36bdd","title":"Requirements Analysis for Chess Game","order":0},{"id":"seed_7632fff13c50815bdf8a12ca4148db69","title":"Core Entities: Board, Piece, Player, Move","order":1},{"id":"seed_62e78968c15ddc8a22a98e60b5145fdf","title":"Move Validation Design","order":2},{"id":"seed_f8c92dc2d189b8b9895b12cc4be73f97","title":"Game State Management","order":3},{"id":"seed_6a78aaad2073570cbbb295b8986e5aee","title":"Patterns Applied: Strategy, Command, Memento","order":4},{"id":"seed_ed6d8ea6a3f428d6490450aed5535541","title":"Complete Design Walkthrough","order":5}]},{"id":"seed_850de741c37d894c0fce9b96bad6ed0f","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Ride Sharing Service","order":5,"contentType":"LEARNING","contentSlug":"ride-sharing-service","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_fe6cd89679af41f3325e6bb5600cb6cc","title":"Requirements Analysis","order":0},{"id":"seed_5fcfb45e8ebe441ef476195382e777d0","title":"Core Entities: Rider, Driver, Trip, Location","order":1},{"id":"seed_89e2de8dde2bda36e754948052c22b02","title":"Matching Algorithm Design","order":2},{"id":"seed_862b3759798fdf90d617c9e754ff4ed9","title":"Pricing and State Management","order":3},{"id":"seed_4cbec1b9fabb384b9441ae6eddaf43fd","title":"Patterns Applied: Strategy, Observer, State","order":4},{"id":"seed_a8daf560909f45caa2435304131af715","title":"Complete Design Walkthrough","order":5}]},{"id":"seed_8ee6ebe6ec8f19bb0dfba0f25657576d","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 35: Case Studies","sectionOrder":36,"title":"Hotel Booking System","order":6,"contentType":"LEARNING","contentSlug":"hotel-booking-system","description":null,"estimatedMins":60,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.228Z","pages":[{"id":"seed_1b89f540be476b18b75f5051cb602fc9","title":"Requirements Analysis","order":0},{"id":"seed_73ffd17a452827987f1be32d4b656628","title":"Core Entities: Hotel, Room, Reservation, Guest","order":1},{"id":"seed_3be4e72b3ef8ec4370be7bfd7589ac9a","title":"Booking and Pricing Design","order":2},{"id":"seed_6718e57c13c81edd302fac2893cdda58","title":"Availability Management","order":3},{"id":"seed_478559d71e3f8f6965216cec4f4d9d90","title":"Patterns Applied: Factory, State, Template Method","order":4},{"id":"seed_6cd46d1faeb31ec651b6a7854f61fc59","title":"Complete Design Walkthrough","order":5}]},{"id":"seed_4259da5e2ba0b0c3cdaa93d220770d09","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"What Interviewers Look For","order":1,"contentType":"LEARNING","contentSlug":"lld-what-interviewers-look-for","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_da263a5448ed121a4c5d3fc272dcd81a","title":"Design Thinking Ability","order":0},{"id":"seed_ba4096d4c5f143cad684462b492ada30","title":"Object-Oriented Understanding","order":1},{"id":"seed_f768b48815af69a5d8af8d82f907d9ad","title":"Pattern Knowledge Application","order":2},{"id":"seed_519b1bd6e6083d844c2004f25cc3c993","title":"Communication Skills","order":3}]},{"id":"seed_0e8caf0f2da03d1990014db94d064783","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Time Management In Lld Interviews","order":2,"contentType":"LEARNING","contentSlug":"time-management-lld-interviews","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_3e21069a30231856c126c234815d2603","title":"Typical LLD Interview Structure","order":0},{"id":"seed_e9fcff2f8911084ddacd9d18611a0c64","title":"Time Allocation Strategy","order":1},{"id":"seed_aad8bb3cc28d36c03a8f7c0e4fbb2d3f","title":"When to Start Coding","order":2},{"id":"seed_2e7a3f8c0bb03c072a32d1bad7721e9b","title":"Handling Time Pressure","order":3}]},{"id":"seed_c16aca79dcb218e6fa6f6169da9265ba","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Clarifying Requirements","order":3,"contentType":"LEARNING","contentSlug":"lld-clarifying-requirements","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_db7d4f1f1a0d5e57e543fd0f1170a312","title":"Essential Questions to Ask","order":0},{"id":"seed_e2019daaa44bb3acebee9a72788386b7","title":"Scoping the Problem","order":1},{"id":"seed_d6b43a05aedc60564d0d74acc12914e0","title":"Documenting Assumptions","order":2},{"id":"seed_cb63693d118b34c7739b4f4ed434f75b","title":"Confirming Understanding","order":3}]},{"id":"seed_969e788846442d00cb875e8721a1e893","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Communicating Your Design","order":4,"contentType":"LEARNING","contentSlug":"communicating-your-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_360eb4a18ea3e6797ba4b7ceb7ea84dd","title":"Thinking Aloud","order":0},{"id":"seed_13bf603d110c6f6501f3c41a5bad0e72","title":"Using Diagrams Effectively","order":1},{"id":"seed_01ec5e9567efcab929d7c70b680e1534","title":"Explaining Trade-offs","order":2},{"id":"seed_bdb841b06da225ab0869a0aea897fe7f","title":"Handling Questions and Feedback","order":3}]},{"id":"seed_c967003be2a3233b7b309d08a0de2a04","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Handling Constraints Trade Offs","order":5,"contentType":"LEARNING","contentSlug":"handling-constraints-trade-offs","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_a10d1c3521eea084f4ed398798d2026d","title":"Discussing Design Alternatives","order":0},{"id":"seed_6da9545cca8153c9a1f372e152af8ff8","title":"Making and Justifying Decisions","order":1},{"id":"seed_24660b931078a52be9caee06dcc1489e","title":"Acknowledging Limitations","order":2},{"id":"seed_1b866bfb23c93f2ffe30034beaaed05d","title":"Adapting to New Requirements","order":3}]},{"id":"seed_ddbe0c6f5048d91649789374b53ce876","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Common Lld Interview Problems","order":6,"contentType":"LEARNING","contentSlug":"common-lld-interview-problems","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_610c40b8e4d4c880a534623080782107","title":"Most Frequently Asked Problems","order":0},{"id":"seed_0d01ff3a995740011ad805790b8332d4","title":"Problem Categories and Patterns","order":1},{"id":"seed_202637f1b652509203b4166bba97b338","title":"Practice Problem List","order":2},{"id":"seed_798941b26ec51b8d7d651bf174d6918b","title":"Mock Interview Recommendations","order":3}]},{"id":"seed_00f30fd2acf005d93c84abdf67352391","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"From Design To Code","order":7,"contentType":"LEARNING","contentSlug":"from-design-to-code","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_3b212fc3946d34c00d181dce0e24015c","title":"Translating UML to Code","order":0},{"id":"seed_b1b9f70ff4a403476f0af2aa1007d20d","title":"Class Implementation Order","order":1},{"id":"seed_7e2e981a57a66be4a047ddf897409225","title":"Interface First, Implementation Second","order":2},{"id":"seed_bd5be1e5567c3f6c7c8db543eaff920d","title":"Incremental Implementation","order":3}]},{"id":"seed_4d94ab5db9fb0da5746416f8f10850c9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Code Organization Structure","order":8,"contentType":"LEARNING","contentSlug":"code-organization-structure","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_6b16378945109a45646f317e9269e765","title":"Project Structure for LLD Implementations","order":0},{"id":"seed_cfd3d2d8ebe2c68074197b150308add1","title":"Package Organization","order":1},{"id":"seed_8831947c754541174383070d203a425a","title":"Naming Conventions","order":2},{"id":"seed_8c0376527a2f5b42bf4fed6ad7ad31c5","title":"Code Layout Best Practices","order":3}]},{"id":"seed_e0db266c4e4e3a884790a41d83d3020b","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Refactoring Toward Better Design","order":9,"contentType":"LEARNING","contentSlug":"refactoring-toward-better-design","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_806bdd8a5ca09e754c85b6675e63108e","title":"When to Refactor","order":0},{"id":"seed_ede8ac230f9644d956975621ff30cb86","title":"Common Refactoring Patterns","order":1},{"id":"seed_ed4a8e115e46603a3a586e63c10a07cd","title":"Maintaining Behavior During Refactoring","order":2},{"id":"seed_64f0c6c55229472a7bb7e05a5dab767c","title":"Continuous Improvement","order":3}]},{"id":"seed_f268ce96bbb53953310e265b7e8ab7b9","learningPathId":"seed_b1c1819c63aa9f334f74c0abf4cdd62a","section":"Chapter 36: Lld Interview Strategies Implementation","sectionOrder":37,"title":"Continuous Learning","order":10,"contentType":"LEARNING","contentSlug":"continuous-learning","description":null,"estimatedMins":40,"createdAt":"2026-10-15T17:47:45.178Z","updatedAt":"2026-10-15T17:54:19.229Z","pages":[{"id":"seed_79871a86a11d9da6f3551f3811452684","title":"Building LLD Fluency","order":0},{"id":"seed_f371f933581e1e3f9b9dae0ec0181f08","title":"Resources for Further Learning","order":1},{"id":"seed_b7d84416eb3a37790fe0857ab5ad6cf1","title":"Practice Strategies","order":2},{"id":"seed_25d8de738d7a0b11eaf5cfc8c40c3764","title":"Community Engagement","order":3}]}]},"currentModule":"$45:props:state:queries:1:state:data:json:path:modules:55","prevModule":"$45:props:state:queries:1:state:data:json:path:modules:54","nextModule":"$45:props:state:queries:1:state:data:json:path:modules:56","allModules":"$45:props:state:queries:1:state:data:json:path:modules"},"meta":{"values":{"path.createdAt":["Date"],"path.updatedAt":["Date"],"path.modules.0.createdAt":["Date"],"path.modules.0.updatedAt":["Date"],"path.modules.1.createdAt":["Date"],"path.modules.1.updatedAt":["Date"],"path.modules.2.createdAt":["Date"],"path.modules.2.updatedAt":["Date"],"path.modules.3.createdAt":["Date"],"path.modules.3.updatedAt":["Date"],"path.modules.4.createdAt":["Date"],"path.modules.4.updatedAt":["Date"],"path.modules.5.createdAt":["Date"],"path.modules.5.updatedAt":["Date"],"path.modules.6.createdAt":["Date"],"path.modules.6.updatedAt":["Date"],"path.modules.7.createdAt":["Date"],"path.modules.7.updatedAt":["Date"],"path.modules.8.createdAt":["Date"],"path.modules.8.updatedAt":["Date"],"path.modules.9.createdAt":["Date"],"path.modules.9.updatedAt":["Date"],"path.modules.10.createdAt":["Date"],"path.modules.10.updatedAt":["Date"],"path.modules.11.createdAt":["Date"],"path.modules.11.updatedAt":["Date"],"path.modules.12.createdAt":["Date"],"path.modules.12.updatedAt":["Date"],"path.modules.13.createdAt":["Date"],"path.modules.13.updatedAt":["Date"],"path.modules.14.createdAt":["Date"],"path.modules.14.updatedAt":["Date"],"path.modules.15.createdAt":["Date"],"path.modules.15.updatedAt":["Date"],"path.modules.16.createdAt":["Date"],"path.modules.16.updatedAt":["Date"],"path.modules.17.createdAt":["Date"],"path.modules.17.updatedAt":["Date"],"path.modules.18.createdAt":["Date"],"path.modules.18.updatedAt":["Date"],"path.modules.19.createdAt":["Date"],"path.modules.19.updatedAt":["Date"],"path.modules.20.createdAt":["Date"],"path.modules.20.updatedAt":["Date"],"path.modules.21.createdAt":["Date"],"path.modules.21.updatedAt":["Date"],"path.modules.22.createdAt":["Date"],"path.modules.22.updatedAt":["Date"],"path.modules.23.createdAt":["Date"],"path.modules.23.updatedAt":["Date"],"path.modules.24.createdAt":["Date"],"path.modules.24.updatedAt":["Date"],"path.modules.25.createdAt":["Date"],"path.modules.25.updatedAt":["Date"],"path.modules.26.createdAt":["Date"],"path.modules.26.updatedAt":["Date"],"path.modules.27.createdAt":["Date"],"path.modules.27.updatedAt":["Date"],"path.modules.28.createdAt":["Date"],"path.modules.28.updatedAt":["Date"],"path.modules.29.createdAt":["Date"],"path.modules.29.updatedAt":["Date"],"path.modules.30.createdAt":["Date"],"path.modules.30.updatedAt":["Date"],"path.modules.31.createdAt":["Date"],"path.modules.31.updatedAt":["Date"],"path.modules.32.createdAt":["Date"],"path.modules.32.updatedAt":["Date"],"path.modules.33.createdAt":["Date"],"path.modules.33.updatedAt":["Date"],"path.modules.34.createdAt":["Date"],"path.modules.34.updatedAt":["Date"],"path.modules.35.createdAt":["Date"],"path.modules.35.updatedAt":["Date"],"path.modules.36.createdAt":["Date"],"path.modules.36.updatedAt":["Date"],"path.modules.37.createdAt":["Date"],"path.modules.37.updatedAt":["Date"],"path.modules.38.createdAt":["Date"],"path.modules.38.updatedAt":["Date"],"path.modules.39.createdAt":["Date"],"path.modules.39.updatedAt":["Date"],"path.modules.40.createdAt":["Date"],"path.modules.40.updatedAt":["Date"],"path.modules.41.createdAt":["Date"],"path.modules.41.updatedAt":["Date"],"path.modules.42.createdAt":["Date"],"path.modules.42.updatedAt":["Date"],"path.modules.43.createdAt":["Date"],"path.modules.43.updatedAt":["Date"],"path.modules.44.createdAt":["Date"],"path.modules.44.updatedAt":["Date"],"path.modules.45.createdAt":["Date"],"path.modules.45.updatedAt":["Date"],"path.modules.46.createdAt":["Date"],"path.modules.46.updatedAt":["Date"],"path.modules.47.createdAt":["Date"],"path.modules.47.updatedAt":["Date"],"path.modules.48.createdAt":["Date"],"path.modules.48.updatedAt":["Date"],"path.modules.49.createdAt":["Date"],"path.modules.49.updatedAt":["Date"],"path.modules.50.createdAt":["Date"],"path.modules.50.updatedAt":["Date"],"path.modules.51.createdAt":["Date"],"path.modules.51.updatedAt":["Date"],"path.modules.52.createdAt":["Date"],"path.modules.52.updatedAt":["Date"],"path.modules.53.createdAt":["Date"],"path.modules.53.updatedAt":["Date"],"path.modules.54.createdAt":["Date"],"path.modules.54.updatedAt":["Date"],"path.modules.55.createdAt":["Date"],"path.modules.55.updatedAt":["Date"],"path.modules.56.createdAt":["Date"],"path.modules.56.updatedAt":["Date"],"path.modules.57.createdAt":["Date"],"path.modules.57.updatedAt":["Date"],"path.modules.58.createdAt":["Date"],"path.modules.58.updatedAt":["Date"],"path.modules.59.createdAt":["Date"],"path.modules.59.updatedAt":["Date"],"path.modules.60.createdAt":["Date"],"path.modules.60.updatedAt":["Date"],"path.modules.61.createdAt":["Date"],"path.modules.61.updatedAt":["Date"],"path.modules.62.createdAt":["Date"],"path.modules.62.updatedAt":["Date"],"path.modules.63.createdAt":["Date"],"path.modules.63.updatedAt":["Date"],"path.modules.64.createdAt":["Date"],"path.modules.64.updatedAt":["Date"],"path.modules.65.createdAt":["Date"],"path.modules.65.updatedAt":["Date"],"path.modules.66.createdAt":["Date"],"path.modules.66.updatedAt":["Date"],"path.modules.67.createdAt":["Date"],"path.modules.67.updatedAt":["Date"],"path.modules.68.createdAt":["Date"],"path.modules.68.updatedAt":["Date"],"path.modules.69.createdAt":["Date"],"path.modules.69.updatedAt":["Date"],"path.modules.70.createdAt":["Date"],"path.modules.70.updatedAt":["Date"],"path.modules.71.createdAt":["Date"],"path.modules.71.updatedAt":["Date"],"path.modules.72.createdAt":["Date"],"path.modules.72.updatedAt":["Date"],"path.modules.73.createdAt":["Date"],"path.modules.73.updatedAt":["Date"],"path.modules.74.createdAt":["Date"],"path.modules.74.updatedAt":["Date"],"path.modules.75.createdAt":["Date"],"path.modules.75.updatedAt":["Date"],"path.modules.76.createdAt":["Date"],"path.modules.76.updatedAt":["Date"],"path.modules.77.createdAt":["Date"],"path.modules.77.updatedAt":["Date"],"path.modules.78.createdAt":["Date"],"path.modules.78.updatedAt":["Date"],"path.modules.79.createdAt":["Date"],"path.modules.79.updatedAt":["Date"],"path.modules.80.createdAt":["Date"],"path.modules.80.updatedAt":["Date"],"path.modules.81.createdAt":["Date"],"path.modules.81.updatedAt":["Date"],"path.modules.82.createdAt":["Date"],"path.modules.82.updatedAt":["Date"],"path.modules.83.createdAt":["Date"],"path.modules.83.updatedAt":["Date"],"path.modules.84.createdAt":["Date"],"path.modules.84.updatedAt":["Date"],"path.modules.85.createdAt":["Date"],"path.modules.85.updatedAt":["Date"],"path.modules.86.createdAt":["Date"],"path.modules.86.updatedAt":["Date"],"path.modules.87.createdAt":["Date"],"path.modules.87.updatedAt":["Date"],"path.modules.88.createdAt":["Date"],"path.modules.88.updatedAt":["Date"],"path.modules.89.createdAt":["Date"],"path.modules.89.updatedAt":["Date"],"path.modules.90.createdAt":["Date"],"path.modules.90.updatedAt":["Date"],"path.modules.91.createdAt":["Date"],"path.modules.91.updatedAt":["Date"],"path.modules.92.createdAt":["Date"],"path.modules.92.updatedAt":["Date"],"path.modules.93.createdAt":["Date"],"path.modules.93.updatedAt":["Date"],"path.modules.94.createdAt":["Date"],"path.modules.94.updatedAt":["Date"],"path.modules.95.createdAt":["Date"],"path.modules.95.updatedAt":["Date"],"path.modules.96.createdAt":["Date"],"path.modules.96.updatedAt":["Date"],"path.modules.97.createdAt":["Date"],"path.modules.97.updatedAt":["Date"],"path.modules.98.createdAt":["Date"],"path.modules.98.updatedAt":["Date"],"path.modules.99.createdAt":["Date"],"path.modules.99.updatedAt":["Date"],"path.modules.100.createdAt":["Date"],"path.modules.100.updatedAt":["Date"],"path.modules.101.createdAt":["Date"],"path.modules.101.updatedAt":["Date"],"path.modules.102.createdAt":["Date"],"path.modules.102.updatedAt":["Date"],"path.modules.103.createdAt":["Date"],"path.modules.103.updatedAt":["Date"],"path.modules.104.createdAt":["Date"],"path.modules.104.updatedAt":["Date"],"path.modules.105.createdAt":["Date"],"path.modules.105.updatedAt":["Date"],"path.modules.106.createdAt":["Date"],"path.modules.106.updatedAt":["Date"],"path.modules.107.createdAt":["Date"],"path.modules.107.updatedAt":["Date"],"path.modules.108.createdAt":["Date"],"path.modules.108.updatedAt":["Date"],"path.modules.109.createdAt":["Date"],"path.modules.109.updatedAt":["Date"],"path.modules.110.createdAt":["Date"],"path.modules.110.updatedAt":["Date"],"path.modules.111.createdAt":["Date"],"path.modules.111.updatedAt":["Date"],"path.modules.112.createdAt":["Date"],"path.modules.112.updatedAt":["Date"],"path.modules.113.createdAt":["Date"],"path.modules.113.updatedAt":["Date"],"path.modules.114.createdAt":["Date"],"path.modules.114.updatedAt":["Date"],"path.modules.115.createdAt":["Date"],"path.modules.115.updatedAt":["Date"],"path.modules.116.createdAt":["Date"],"path.modules.116.updatedAt":["Date"],"path.modules.117.createdAt":["Date"],"path.modules.117.updatedAt":["Date"],"path.modules.118.createdAt":["Date"],"path.modules.118.updatedAt":["Date"],"path.modules.119.createdAt":["Date"],"path.modules.119.updatedAt":["Date"],"path.modules.120.createdAt":["Date"],"path.modules.120.updatedAt":["Date"],"path.modules.121.createdAt":["Date"],"path.modules.121.updatedAt":["Date"],"path.modules.122.createdAt":["Date"],"path.modules.122.updatedAt":["Date"],"path.modules.123.createdAt":["Date"],"path.modules.123.updatedAt":["Date"],"path.modules.124.createdAt":["Date"],"path.modules.124.updatedAt":["Date"],"path.modules.125.createdAt":["Date"],"path.modules.125.updatedAt":["Date"],"path.modules.126.createdAt":["Date"],"path.modules.126.updatedAt":["Date"],"path.modules.127.createdAt":["Date"],"path.modules.127.updatedAt":["Date"],"path.modules.128.createdAt":["Date"],"path.modules.128.updatedAt":["Date"],"path.modules.129.createdAt":["Date"],"path.modules.129.updatedAt":["Date"],"path.modules.130.createdAt":["Date"],"path.modules.130.updatedAt":["Date"],"path.modules.131.createdAt":["Date"],"path.modules.131.updatedAt":["Date"],"path.modules.132.createdAt":["Date"],"path.modules.132.updatedAt":["Date"],"path.modules.133.createdAt":["Date"],"path.modules.133.updatedAt":["Date"],"path.modules.134.createdAt":["Date"],"path.modules.134.updatedAt":["Date"],"path.modules.135.createdAt":["Date"],"path.modules.135.updatedAt":["Date"],"path.modules.136.createdAt":["Date"],"path.modules.136.updatedAt":["Date"],"path.modules.137.createdAt":["Date"],"path.modules.137.updatedAt":["Date"],"path.modules.138.createdAt":["Date"],"path.modules.138.updatedAt":["Date"],"path.modules.139.createdAt":["Date"],"path.modules.139.updatedAt":["Date"],"path.modules.140.createdAt":["Date"],"path.modules.140.updatedAt":["Date"],"path.modules.141.createdAt":["Date"],"path.modules.141.updatedAt":["Date"],"path.modules.142.createdAt":["Date"],"path.modules.142.updatedAt":["Date"],"path.modules.143.createdAt":["Date"],"path.modules.143.updatedAt":["Date"],"path.modules.144.createdAt":["Date"],"path.modules.144.updatedAt":["Date"],"path.modules.145.createdAt":["Date"],"path.modules.145.updatedAt":["Date"],"path.modules.146.createdAt":["Date"],"path.modules.146.updatedAt":["Date"],"path.modules.147.createdAt":["Date"],"path.modules.147.updatedAt":["Date"],"path.modules.148.createdAt":["Date"],"path.modules.148.updatedAt":["Date"],"path.modules.149.createdAt":["Date"],"path.modules.149.updatedAt":["Date"],"path.modules.150.createdAt":["Date"],"path.modules.150.updatedAt":["Date"],"path.modules.151.createdAt":["Date"],"path.modules.151.updatedAt":["Date"],"path.modules.152.createdAt":["Date"],"path.modules.152.updatedAt":["Date"],"path.modules.153.createdAt":["Date"],"path.modules.153.updatedAt":["Date"],"path.modules.154.createdAt":["Date"],"path.modules.154.updatedAt":["Date"],"path.modules.155.createdAt":["Date"],"path.modules.155.updatedAt":["Date"],"path.modules.156.createdAt":["Date"],"path.modules.156.updatedAt":["Date"],"path.modules.157.createdAt":["Date"],"path.modules.157.updatedAt":["Date"],"path.modules.158.createdAt":["Date"],"path.modules.158.updatedAt":["Date"],"path.modules.159.createdAt":["Date"],"path.modules.159.updatedAt":["Date"],"path.modules.160.createdAt":["Date"],"path.modules.160.updatedAt":["Date"],"path.modules.161.createdAt":["Date"],"path.modules.161.updatedAt":["Date"],"path.modules.162.createdAt":["Date"],"path.modules.162.updatedAt":["Date"],"path.modules.163.createdAt":["Date"],"path.modules.163.updatedAt":["Date"],"path.modules.164.createdAt":["Date"],"path.modules.164.updatedAt":["Date"],"path.modules.165.createdAt":["Date"],"path.modules.165.updatedAt":["Date"],"path.modules.166.createdAt":["Date"],"path.modules.166.updatedAt":["Date"],"path.modules.167.createdAt":["Date"],"path.modules.167.updatedAt":["Date"],"path.modules.168.createdAt":["Date"],"path.modules.168.updatedAt":["Date"],"path.modules.169.createdAt":["Date"],"path.modules.169.updatedAt":["Date"],"path.modules.170.createdAt":["Date"],"path.modules.170.updatedAt":["Date"],"path.modules.171.createdAt":["Date"],"path.modules.171.updatedAt":["Date"],"path.modules.172.createdAt":["Date"],"path.modules.172.updatedAt":["Date"],"path.modules.173.createdAt":["Date"],"path.modules.173.updatedAt":["Date"],"path.modules.174.createdAt":["Date"],"path.modules.174.updatedAt":["Date"],"path.modules.175.createdAt":["Date"],"path.modules.175.updatedAt":["Date"],"path.modules.176.createdAt":["Date"],"path.modules.176.updatedAt":["Date"],"path.modules.177.createdAt":["Date"],"path.modules.177.updatedAt":["Date"],"path.modules.178.createdAt":["Date"],"path.modules.178.updatedAt":["Date"],"path.modules.179.createdAt":["Date"],"path.modules.179.updatedAt":["Date"],"path.modules.180.createdAt":["Date"],"path.modules.180.updatedAt":["Date"],"path.modules.181.createdAt":["Date"],"path.modules.181.updatedAt":["Date"],"path.modules.182.createdAt":["Date"],"path.modules.182.updatedAt":["Date"],"path.modules.183.createdAt":["Date"],"path.modules.183.updatedAt":["Date"],"path.modules.184.createdAt":["Date"],"path.modules.184.updatedAt":["Date"],"path.modules.185.createdAt":["Date"],"path.modules.185.updatedAt":["Date"],"path.modules.186.createdAt":["Date"],"path.modules.186.updatedAt":["Date"],"path.modules.187.createdAt":["Date"],"path.modules.187.updatedAt":["Date"],"path.modules.188.createdAt":["Date"],"path.modules.188.updatedAt":["Date"],"path.modules.189.createdAt":["Date"],"path.modules.189.updatedAt":["Date"],"path.modules.190.createdAt":["Date"],"path.modules.190.updatedAt":["Date"],"path.modules.191.createdAt":["Date"],"path.modules.191.updatedAt":["Date"],"path.modules.192.createdAt":["Date"],"path.modules.192.updatedAt":["Date"],"path.modules.193.createdAt":["Date"],"path.modules.193.updatedAt":["Date"],"path.modules.194.createdAt":["Date"],"path.modules.194.updatedAt":["Date"],"path.modules.195.createdAt":["Date"],"path.modules.195.updatedAt":["Date"],"path.modules.196.createdAt":["Date"],"path.modules.196.updatedAt":["Date"],"path.modules.197.createdAt":["Date"],"path.modules.197.updatedAt":["Date"],"path.modules.198.createdAt":["Date"],"path.modules.198.updatedAt":["Date"],"path.modules.199.createdAt":["Date"],"path.modules.199.updatedAt":["Date"],"path.modules.200.createdAt":["Date"],"path.modules.200.updatedAt":["Date"],"path.modules.201.createdAt":["Date"],"path.modules.201.updatedAt":["Date"],"path.modules.202.createdAt":["Date"],"path.modules.202.updatedAt":["Date"],"path.modules.203.createdAt":["Date"],"path.modules.203.updatedAt":["Date"],"path.modules.204.createdAt":["Date"],"path.modules.204.updatedAt":["Date"],"path.modules.205.createdAt":["Date"],"path.modules.205.updatedAt":["Date"],"path.modules.206.createdAt":["Date"],"path.modules.206.updatedAt":["Date"],"path.modules.207.createdAt":["Date"],"path.modules.207.updatedAt":["Date"],"path.modules.208.createdAt":["Date"],"path.modules.208.updatedAt":["Date"],"path.modules.209.createdAt":["Date"],"path.modules.209.updatedAt":["Date"],"path.modules.210.createdAt":["Date"],"path.modules.210.updatedAt":["Date"],"path.modules.211.createdAt":["Date"],"path.modules.211.updatedAt":["Date"],"path.modules.212.createdAt":["Date"],"path.modules.212.updatedAt":["Date"],"path.modules.213.createdAt":["Date"],"path.modules.213.updatedAt":["Date"],"path.modules.214.createdAt":["Date"],"path.modules.214.updatedAt":["Date"],"path.modules.215.createdAt":["Date"],"path.modules.215.updatedAt":["Date"],"path.modules.216.createdAt":["Date"],"path.modules.216.updatedAt":["Date"],"path.modules.217.createdAt":["Date"],"path.modules.217.updatedAt":["Date"],"path.modules.218.createdAt":["Date"],"path.modules.218.updatedAt":["Date"],"path.modules.219.createdAt":["Date"],"path.modules.219.updatedAt":["Date"],"path.modules.220.createdAt":["Date"],"path.modules.220.updatedAt":["Date"],"path.modules.221.createdAt":["Date"],"path.modules.221.updatedAt":["Date"],"path.modules.222.createdAt":["Date"],"path.modules.222.updatedAt":["Date"],"path.modules.223.createdAt":["Date"],"path.modules.223.updatedAt":["Date"],"path.modules.224.createdAt":["Date"],"path.modules.224.updatedAt":["Date"],"path.modules.225.createdAt":["Date"],"path.modules.225.updatedAt":["Date"],"path.modules.226.createdAt":["Date"],"path.modules.226.updatedAt":["Date"],"path.modules.227.createdAt":["Date"],"path.modules.227.updatedAt":["Date"],"path.modules.228.createdAt":["Date"],"path.modules.228.updatedAt":["Date"],"path.modules.229.createdAt":["Date"],"path.modules.229.updatedAt":["Date"],"path.modules.230.createdAt":["Date"],"path.modules.230.updatedAt":["Date"],"path.modules.231.createdAt":["Date"],"path.modules.231.updatedAt":["Date"],"path.modules.232.createdAt":["Date"],"path.modules.232.updatedAt":["Date"],"path.modules.233.createdAt":["Date"],"path.modules.233.updatedAt":["Date"],"path.modules.234.createdAt":["Date"],"path.modules.234.updatedAt":["Date"],"path.modules.235.createdAt":["Date"],"path.modules.235.updatedAt":["Date"],"path.modules.236.createdAt":["Date"],"path.modules.236.updatedAt":["Date"],"path.modules.237.createdAt":["Date"],"path.modules.237.updatedAt":["Date"],"path.modules.238.createdAt":["Date"],"path.modules.238.updatedAt":["Date"],"path.modules.239.createdAt":["Date"],"path.modules.239.updatedAt":["Date"],"path.modules.240.createdAt":["Date"],"path.modules.240.updatedAt":["Date"],"path.modules.241.createdAt":["Date"],"path.modules.241.updatedAt":["Date"],"path.modules.242.createdAt":["Date"],"path.modules.242.updatedAt":["Date"],"path.modules.243.createdAt":["Date"],"path.modules.243.updatedAt":["Date"],"path.modules.244.createdAt":["Date"],"path.modules.244.updatedAt":["Date"],"path.modules.245.createdAt":["Date"],"path.modules.245.updatedAt":["Date"],"currentModule.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.55.createdAt","currentModule.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.55.updatedAt","prevModule.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.54.createdAt","prevModule.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.54.updatedAt","nextModule.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.56.createdAt","nextModule.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.56.updatedAt","allModules.0.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.0.createdAt","allModules.0.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.0.updatedAt","allModules.1.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.1.createdAt","allModules.1.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.1.updatedAt","allModules.2.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.2.createdAt","allModules.2.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.2.updatedAt","allModules.3.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.3.createdAt","allModules.3.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.3.updatedAt","allModules.4.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.4.createdAt","allModules.4.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.4.updatedAt","allModules.5.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.5.createdAt","allModules.5.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.5.updatedAt","allModules.6.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.6.createdAt","allModules.6.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.6.updatedAt","allModules.7.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.7.createdAt","allModules.7.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.7.updatedAt","allModules.8.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.8.createdAt","allModules.8.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.8.updatedAt","allModules.9.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.9.createdAt","allModules.9.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.9.updatedAt","allModules.10.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.10.createdAt","allModules.10.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.10.updatedAt","allModules.11.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.11.createdAt","allModules.11.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.11.updatedAt","allModules.12.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.12.createdAt","allModules.12.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.12.updatedAt","allModules.13.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.13.createdAt","allModules.13.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.13.updatedAt","allModules.14.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.14.createdAt","allModules.14.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.14.updatedAt","allModules.15.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.15.createdAt","allModules.15.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.15.updatedAt","allModules.16.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.16.createdAt","allModules.16.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.16.updatedAt","allModules.17.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.17.createdAt","allModules.17.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.17.updatedAt","allModules.18.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.18.createdAt","allModules.18.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.18.updatedAt","allModules.19.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.19.createdAt","allModules.19.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.19.updatedAt","allModules.20.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.20.createdAt","allModules.20.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.20.updatedAt","allModules.21.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.21.createdAt","allModules.21.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.21.updatedAt","allModules.22.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.22.createdAt","allModules.22.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.22.updatedAt","allModules.23.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.23.createdAt","allModules.23.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.23.updatedAt","allModules.24.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.24.createdAt","allModules.24.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.24.updatedAt","allModules.25.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.25.createdAt","allModules.25.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.25.updatedAt","allModules.26.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.26.createdAt","allModules.26.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.26.updatedAt","allModules.27.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.27.createdAt","allModules.27.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.27.updatedAt","allModules.28.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.28.createdAt","allModules.28.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.28.updatedAt","allModules.29.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.29.createdAt","allModules.29.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.29.updatedAt","allModules.30.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.30.createdAt","allModules.30.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.30.updatedAt","allModules.31.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.31.createdAt","allModules.31.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.31.updatedAt","allModules.32.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.32.createdAt","allModules.32.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.32.updatedAt","allModules.33.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.33.createdAt","allModules.33.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.33.updatedAt","allModules.34.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.34.createdAt","allModules.34.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.34.updatedAt","allModules.35.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.35.createdAt","allModules.35.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.35.updatedAt","allModules.36.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.36.createdAt","allModules.36.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.36.updatedAt","allModules.37.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.37.createdAt","allModules.37.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.37.updatedAt","allModules.38.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.38.createdAt","allModules.38.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.38.updatedAt","allModules.39.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.39.createdAt","allModules.39.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.39.updatedAt","allModules.40.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.40.createdAt","allModules.40.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.40.updatedAt","allModules.41.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.41.createdAt","allModules.41.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.41.updatedAt","allModules.42.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.42.createdAt","allModules.42.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.42.updatedAt","allModules.43.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.43.createdAt","allModules.43.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.43.updatedAt","allModules.44.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.44.createdAt","allModules.44.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.44.updatedAt","allModules.45.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.45.createdAt","allModules.45.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.45.updatedAt","allModules.46.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.46.createdAt","allModules.46.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.46.updatedAt","allModules.47.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.47.createdAt","allModules.47.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.47.updatedAt","allModules.48.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.48.createdAt","allModules.48.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.48.updatedAt","allModules.49.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.49.createdAt","allModules.49.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.49.updatedAt","allModules.50.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.50.createdAt","allModules.50.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.50.updatedAt","allModules.51.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.51.createdAt","allModules.51.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.51.updatedAt","allModules.52.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.52.createdAt","allModules.52.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.52.updatedAt","allModules.53.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.53.createdAt","allModules.53.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.53.updatedAt","allModules.54.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.54.createdAt","allModules.54.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.54.updatedAt","allModules.55.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.55.createdAt","allModules.55.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.55.updatedAt","allModules.56.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.56.createdAt","allModules.56.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.56.updatedAt","allModules.57.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.57.createdAt","allModules.57.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.57.updatedAt","allModules.58.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.58.createdAt","allModules.58.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.58.updatedAt","allModules.59.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.59.createdAt","allModules.59.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.59.updatedAt","allModules.60.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.60.createdAt","allModules.60.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.60.updatedAt","allModules.61.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.61.createdAt","allModules.61.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.61.updatedAt","allModules.62.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.62.createdAt","allModules.62.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.62.updatedAt","allModules.63.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.63.createdAt","allModules.63.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.63.updatedAt","allModules.64.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.64.createdAt","allModules.64.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.64.updatedAt","allModules.65.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.65.createdAt","allModules.65.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.65.updatedAt","allModules.66.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.66.createdAt","allModules.66.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.66.updatedAt","allModules.67.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.67.createdAt","allModules.67.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.67.updatedAt","allModules.68.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.68.createdAt","allModules.68.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.68.updatedAt","allModules.69.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.69.createdAt","allModules.69.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.69.updatedAt","allModules.70.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.70.createdAt","allModules.70.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.70.updatedAt","allModules.71.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.71.createdAt","allModules.71.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.71.updatedAt","allModules.72.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.72.createdAt","allModules.72.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.72.updatedAt","allModules.73.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.73.createdAt","allModules.73.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.73.updatedAt","allModules.74.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.74.createdAt","allModules.74.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.74.updatedAt","allModules.75.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.75.createdAt","allModules.75.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.75.updatedAt","allModules.76.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.76.createdAt","allModules.76.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.76.updatedAt","allModules.77.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.77.createdAt","allModules.77.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.77.updatedAt","allModules.78.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.78.createdAt","allModules.78.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.78.updatedAt","allModules.79.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.79.createdAt","allModules.79.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.79.updatedAt","allModules.80.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.80.createdAt","allModules.80.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.80.updatedAt","allModules.81.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.81.createdAt","allModules.81.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.81.updatedAt","allModules.82.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.82.createdAt","allModules.82.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.82.updatedAt","allModules.83.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.83.createdAt","allModules.83.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.83.updatedAt","allModules.84.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.84.createdAt","allModules.84.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.84.updatedAt","allModules.85.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.85.createdAt","allModules.85.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.85.updatedAt","allModules.86.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.86.createdAt","allModules.86.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.86.updatedAt","allModules.87.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.87.createdAt","allModules.87.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.87.updatedAt","allModules.88.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.88.createdAt","allModules.88.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.88.updatedAt","allModules.89.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.89.createdAt","allModules.89.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.89.updatedAt","allModules.90.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.90.createdAt","allModules.90.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.90.updatedAt","allModules.91.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.91.createdAt","allModules.91.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.91.updatedAt","allModules.92.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.92.createdAt","allModules.92.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.92.updatedAt","allModules.93.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.93.createdAt","allModules.93.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.93.updatedAt","allModules.94.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.94.createdAt","allModules.94.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.94.updatedAt","allModules.95.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.95.createdAt","allModules.95.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.95.updatedAt","allModules.96.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.96.createdAt","allModules.96.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.96.updatedAt","allModules.97.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.97.createdAt","allModules.97.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.97.updatedAt","allModules.98.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.98.createdAt","allModules.98.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.98.updatedAt","allModules.99.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.99.createdAt","allModules.99.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.99.updatedAt","allModules.100.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.100.createdAt","allModules.100.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.100.updatedAt","allModules.101.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.101.createdAt","allModules.101.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.101.updatedAt","allModules.102.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.102.createdAt","allModules.102.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.102.updatedAt","allModules.103.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.103.createdAt","allModules.103.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.103.updatedAt","allModules.104.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.104.createdAt","allModules.104.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.104.updatedAt","allModules.105.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.105.createdAt","allModules.105.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.105.updatedAt","allModules.106.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.106.createdAt","allModules.106.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.106.updatedAt","allModules.107.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.107.createdAt","allModules.107.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.107.updatedAt","allModules.108.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.108.createdAt","allModules.108.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.108.updatedAt","allModules.109.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.109.createdAt","allModules.109.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.109.updatedAt","allModules.110.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.110.createdAt","allModules.110.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.110.updatedAt","allModules.111.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.111.createdAt","allModules.111.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.111.updatedAt","allModules.112.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.112.createdAt","allModules.112.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.112.updatedAt","allModules.113.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.113.createdAt","allModules.113.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.113.updatedAt","allModules.114.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.114.createdAt","allModules.114.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.114.updatedAt","allModules.115.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.115.createdAt","allModules.115.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.115.updatedAt","allModules.116.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.116.createdAt","allModules.116.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.116.updatedAt","allModules.117.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.117.createdAt","allModules.117.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.117.updatedAt","allModules.118.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.118.createdAt","allModules.118.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.118.updatedAt","allModules.119.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.119.createdAt","allModules.119.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.119.updatedAt","allModules.120.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.120.createdAt","allModules.120.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.120.updatedAt","allModules.121.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.121.createdAt","allModules.121.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.121.updatedAt","allModules.122.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.122.createdAt","allModules.122.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.122.updatedAt","allModules.123.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.123.createdAt","allModules.123.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.123.updatedAt","allModules.124.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.124.createdAt","allModules.124.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.124.updatedAt","allModules.125.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.125.createdAt","allModules.125.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.125.updatedAt","allModules.126.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.126.createdAt","allModules.126.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.126.updatedAt","allModules.127.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.127.createdAt","allModules.127.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.127.updatedAt","allModules.128.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.128.createdAt","allModules.128.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.128.updatedAt","allModules.129.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.129.createdAt","allModules.129.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.129.updatedAt","allModules.130.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.130.createdAt","allModules.130.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.130.updatedAt","allModules.131.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.131.createdAt","allModules.131.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.131.updatedAt","allModules.132.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.132.createdAt","allModules.132.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.132.updatedAt","allModules.133.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.133.createdAt","allModules.133.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.133.updatedAt","allModules.134.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.134.createdAt","allModules.134.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.134.updatedAt","allModules.135.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.135.createdAt","allModules.135.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.135.updatedAt","allModules.136.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.136.createdAt","allModules.136.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.136.updatedAt","allModules.137.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.137.createdAt","allModules.137.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.137.updatedAt","allModules.138.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.138.createdAt","allModules.138.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.138.updatedAt","allModules.139.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.139.createdAt","allModules.139.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.139.updatedAt","allModules.140.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.140.createdAt","allModules.140.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.140.updatedAt","allModules.141.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.141.createdAt","allModules.141.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.141.updatedAt","allModules.142.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.142.createdAt","allModules.142.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.142.updatedAt","allModules.143.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.143.createdAt","allModules.143.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.143.updatedAt","allModules.144.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.144.createdAt","allModules.144.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.144.updatedAt","allModules.145.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.145.createdAt","allModules.145.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.145.updatedAt","allModules.146.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.146.createdAt","allModules.146.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.146.updatedAt","allModules.147.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.147.createdAt","allModules.147.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.147.updatedAt","allModules.148.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.148.createdAt","allModules.148.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.148.updatedAt","allModules.149.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.149.createdAt","allModules.149.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.149.updatedAt","allModules.150.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.150.createdAt","allModules.150.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.150.updatedAt","allModules.151.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.151.createdAt","allModules.151.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.151.updatedAt","allModules.152.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.152.createdAt","allModules.152.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.152.updatedAt","allModules.153.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.153.createdAt","allModules.153.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.153.updatedAt","allModules.154.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.154.createdAt","allModules.154.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.154.updatedAt","allModules.155.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.155.createdAt","allModules.155.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.155.updatedAt","allModules.156.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.156.createdAt","allModules.156.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.156.updatedAt","allModules.157.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.157.createdAt","allModules.157.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.157.updatedAt","allModules.158.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.158.createdAt","allModules.158.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.158.updatedAt","allModules.159.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.159.createdAt","allModules.159.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.159.updatedAt","allModules.160.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.160.createdAt","allModules.160.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.160.updatedAt","allModules.161.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.161.createdAt","allModules.161.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.161.updatedAt","allModules.162.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.162.createdAt","allModules.162.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.162.updatedAt","allModules.163.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.163.createdAt","allModules.163.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.163.updatedAt","allModules.164.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.164.createdAt","allModules.164.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.164.updatedAt","allModules.165.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.165.createdAt","allModules.165.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.165.updatedAt","allModules.166.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.166.createdAt","allModules.166.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.166.updatedAt","allModules.167.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.167.createdAt","allModules.167.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.167.updatedAt","allModules.168.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.168.createdAt","allModules.168.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.168.updatedAt","allModules.169.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.169.createdAt","allModules.169.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.169.updatedAt","allModules.170.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.170.createdAt","allModules.170.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.170.updatedAt","allModules.171.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.171.createdAt","allModules.171.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.171.updatedAt","allModules.172.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.172.createdAt","allModules.172.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.172.updatedAt","allModules.173.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.173.createdAt","allModules.173.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.173.updatedAt","allModules.174.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.174.createdAt","allModules.174.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.174.updatedAt","allModules.175.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.175.createdAt","allModules.175.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.175.updatedAt","allModules.176.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.176.createdAt","allModules.176.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.176.updatedAt","allModules.177.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.177.createdAt","allModules.177.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.177.updatedAt","allModules.178.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.178.createdAt","allModules.178.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.178.updatedAt","allModules.179.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.179.createdAt","allModules.179.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.179.updatedAt","allModules.180.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.180.createdAt","allModules.180.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.180.updatedAt","allModules.181.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.181.createdAt","allModules.181.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.181.updatedAt","allModules.182.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.182.createdAt","allModules.182.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.182.updatedAt","allModules.183.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.183.createdAt","allModules.183.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.183.updatedAt","allModules.184.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.184.createdAt","allModules.184.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.184.updatedAt","allModules.185.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.185.createdAt","allModules.185.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.185.updatedAt","allModules.186.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.186.createdAt","allModules.186.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.186.updatedAt","allModules.187.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.187.createdAt","allModules.187.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.187.updatedAt","allModules.188.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.188.createdAt","allModules.188.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.188.updatedAt","allModules.189.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.189.createdAt","allModules.189.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.189.updatedAt","allModules.190.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.190.createdAt","allModules.190.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.190.updatedAt","allModules.191.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.191.createdAt","allModules.191.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.191.updatedAt","allModules.192.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.192.createdAt","allModules.192.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.192.updatedAt","allModules.193.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.193.createdAt","allModules.193.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.193.updatedAt","allModules.194.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.194.createdAt","allModules.194.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.194.updatedAt","allModules.195.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.195.createdAt","allModules.195.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.195.updatedAt","allModules.196.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.196.createdAt","allModules.196.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.196.updatedAt","allModules.197.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.197.createdAt","allModules.197.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.197.updatedAt","allModules.198.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.198.createdAt","allModules.198.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.198.updatedAt","allModules.199.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.199.createdAt","allModules.199.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.199.updatedAt","allModules.200.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.200.createdAt","allModules.200.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.200.updatedAt","allModules.201.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.201.createdAt","allModules.201.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.201.updatedAt","allModules.202.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.202.createdAt","allModules.202.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.202.updatedAt","allModules.203.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.203.createdAt","allModules.203.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.203.updatedAt","allModules.204.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.204.createdAt","allModules.204.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.204.updatedAt","allModules.205.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.205.createdAt","allModules.205.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.205.updatedAt","allModules.206.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.206.createdAt","allModules.206.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.206.updatedAt","allModules.207.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.207.createdAt","allModules.207.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.207.updatedAt","allModules.208.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.208.createdAt","allModules.208.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.208.updatedAt","allModules.209.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.209.createdAt","allModules.209.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.209.updatedAt","allModules.210.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.210.createdAt","allModules.210.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.210.updatedAt","allModules.211.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.211.createdAt","allModules.211.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.211.updatedAt","allModules.212.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.212.createdAt","allModules.212.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.212.updatedAt","allModules.213.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.213.createdAt","allModules.213.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.213.updatedAt","allModules.214.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.214.createdAt","allModules.214.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.214.updatedAt","allModules.215.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.215.createdAt","allModules.215.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.215.updatedAt","allModules.216.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.216.createdAt","allModules.216.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.216.updatedAt","allModules.217.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.217.createdAt","allModules.217.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.217.updatedAt","allModules.218.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.218.createdAt","allModules.218.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.218.updatedAt","allModules.219.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.219.createdAt","allModules.219.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.219.updatedAt","allModules.220.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.220.createdAt","allModules.220.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.220.updatedAt","allModules.221.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.221.createdAt","allModules.221.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.221.updatedAt","allModules.222.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.222.createdAt","allModules.222.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.222.updatedAt","allModules.223.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.223.createdAt","allModules.223.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.223.updatedAt","allModules.224.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.224.createdAt","allModules.224.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.224.updatedAt","allModules.225.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.225.createdAt","allModules.225.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.225.updatedAt","allModules.226.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.226.createdAt","allModules.226.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.226.updatedAt","allModules.227.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.227.createdAt","allModules.227.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.227.updatedAt","allModules.228.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.228.createdAt","allModules.228.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.228.updatedAt","allModules.229.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.229.createdAt","allModules.229.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.229.updatedAt","allModules.230.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.230.createdAt","allModules.230.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.230.updatedAt","allModules.231.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.231.createdAt","allModules.231.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.231.updatedAt","allModules.232.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.232.createdAt","allModules.232.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.232.updatedAt","allModules.233.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.233.createdAt","allModules.233.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.233.updatedAt","allModules.234.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.234.createdAt","allModules.234.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.234.updatedAt","allModules.235.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.235.createdAt","allModules.235.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.235.updatedAt","allModules.236.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.236.createdAt","allModules.236.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.236.updatedAt","allModules.237.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.237.createdAt","allModules.237.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.237.updatedAt","allModules.238.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.238.createdAt","allModules.238.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.238.updatedAt","allModules.239.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.239.createdAt","allModules.239.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.239.updatedAt","allModules.240.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.240.createdAt","allModules.240.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.240.updatedAt","allModules.241.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.241.createdAt","allModules.241.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.241.updatedAt","allModules.242.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.242.createdAt","allModules.242.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.242.updatedAt","allModules.243.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.243.createdAt","allModules.243.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.243.updatedAt","allModules.244.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.244.createdAt","allModules.244.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.244.updatedAt","allModules.245.createdAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.245.createdAt","allModules.245.updatedAt":"$45:props:state:queries:1:state:data:meta:values:path.modules.245.updatedAt"},"referentialEqualities":{"allModules":["path.modules"],"prevModule":["path.modules.54"],"currentModule":["path.modules.55"],"nextModule":["path.modules.56"]},"v":1}},"dataUpdateCount":1,"dataUpdatedAt":1792196629901,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["learningPaths","getModule"],{"input":{"pathSlug":"lld-system-design","contentType":"LEARNING","contentSlug":"has-a-vs-is-a-relationships"},"type":"query"}],"queryHash":"[[\"learningPaths\",\"getModule\"],{\"input\":{\"contentSlug\":\"has-a-vs-is-a-relationships\",\"contentType\":\"LEARNING\",\"pathSlug\":\"lld-system-design\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630047,"state":{"data":{"json":{"id":"seed_e090a872d9b775b0db101211f642fefc","slug":"has-a-vs-is-a-relationships","category":"System Design (LLD)","topic":"HAS-A vs IS-A Relationships","title":"HAS-A vs IS-A Relationships","description":"Master the fundamental distinction between inheritance (IS-A) and composition (HAS-A) relationships. Learn to accurately identify which relationship type applies to any given design scenario, avoiding the common pitfalls that lead to fragile, rigid hierarchies.","difficulty":"INTERMEDIATE","estimatedMinutes":60,"pages":[{"id":"seed_cfc051195a49c79a75119dfe161a06da","title":"IS-A — The Inheritance Relationship","order":0,"content":[{"id":"opening-hook","title":"The Language of Relationships","content":[{"data":{"content":"In object-oriented design, the relationships between classes are not arbitrary connections—they carry **semantic meaning** that profoundly affects how your system behaves, evolves, and communicates intent. The distinction between IS-A (inheritance) and HAS-A (composition) relationships represents one of the most fundamental decisions you'll make when structuring code.\n\nThis isn't merely an academic classification exercise. Choosing the wrong relationship type leads to rigid hierarchies, brittle code, and systems that resist change. Choosing correctly creates designs that are intuitive, flexible, and maintainable.\n\nBefore we can meaningfully compare inheritance and composition—and understand when to prefer one over the other—we must first develop a precise understanding of what each relationship truly means. This page focuses on the **IS-A relationship**: inheritance as a semantic statement about taxonomic identity."},"type":"text"},{"data":{"icon":"Target","title":"What You Will Learn","content":"By the end of this page, you will understand IS-A as a statement of substitutability and type identity—not merely code reuse. You'll learn to recognize when a true IS-A relationship exists, how to verify it using behavioral reasoning, and why misusing IS-A leads to fragile designs.","variant":"info"},"type":"callout"}]},{"id":"defining-is-a","title":"Defining IS-A Precisely","content":[{"data":{"content":"$71"},"type":"text"},{"data":{"icon":"AlertCircle","title":"IS-A Is Not About Code Reuse","content":"A common misconception is that inheritance exists for code reuse—if two classes share methods, make one inherit from the other. This is backwards. Inheritance exists to express TYPE RELATIONSHIPS. Code reuse is a side effect, not the purpose. Using inheritance purely for code reuse without a genuine IS-A relationship creates fragile, confusing designs.","variant":"warning"},"type":"callout"},{"data":{"content":"**The Type Hierarchy Perspective:**\n\nIS-A establishes a **type hierarchy**—a taxonomy where subtypes are more specific classifications of their parent types. This mirrors how we categorize things in the real world:\n\n- A Mammal IS-A Animal\n- A Dog IS-A Mammal\n- A GermanShepherd IS-A Dog\n\nEach level adds specificity while preserving all properties of parent levels. A GermanShepherd has all the characteristics of a Dog, which has all the characteristics of a Mammal, which has all the characteristics of an Animal.\n\n**Key properties of a valid IS-A relationship:**\n\n1. **Substitutability**: Subclass instances can replace superclass instances everywhere\n2. **Behavioral Compatibility**: Subclass honors all behavioral contracts of superclass\n3. **Logical Coherence**: The subclass is genuinely a specialized kind of the superclass\n4. **Permanent Truth**: The IS-A relationship holds for the entire lifetime of the object"},"type":"text"}],"titleType":"number","titleNumber":1},{"id":"formal-is-a-test","title":"The Formal IS-A Test","content":[{"data":{"content":"How do you determine if a genuine IS-A relationship exists between two classes? Simply asking \"is X a kind of Y?\" is insufficient—natural language is imprecise and can mislead. We need a more rigorous approach.\n\n**The Three-Part IS-A Test:**\n\nBefore establishing an inheritance relationship, apply this systematic verification:\n\n1. **The Sentence Test**: Can you truthfully say \"A [Subclass] IS A [Superclass]\" in the problem domain?\n2. **The Substitution Test**: Can you use the subclass anywhere the superclass is expected without breaking correctness?\n3. **The Permanence Test**: Will this relationship remain true for all future requirements that might affect either class?"},"type":"text"},{"data":{"rows":[["Dog extends Animal","✅ A Dog IS AN Animal","✅ Dog works wherever Animal is expected","✅ Dogs will always be animals","✅ Valid IS-A"],["Square extends Rectangle","✅ A Square IS A Rectangle (mathematically)","❌ Setting width independently breaks Square invariants","⚠️ Behavioral contract differs","❌ Invalid IS-A"],["ArrayList extends Object","✅ An ArrayList IS AN Object","✅ ArrayList works as Object","✅ Always true in Java","✅ Valid IS-A"],["Stack extends ArrayList","⚠️ Debatable—Stack has different semantics","❌ Using Stack as ArrayList exposes wrong operations","❌ Different behavioral contracts","❌ Invalid IS-A"],["Employee extends Person","✅ An Employee IS A Person","✅ Employee works as Person","✅ Employees are always people","✅ Valid IS-A"]],"caption":"Applying the IS-A Test","headers":["Proposed Relationship","Sentence Test","Substitution Test","Permanence Test","Verdict"]},"type":"table"},{"data":{"content":"**The Behavioral Contract Requirement:**\n\nThe substitution test is the most critical—and the most frequently violated. It's not enough that method signatures match; the *behavior* must be compatible.\n\nConsider what \"compatible behavior\" means:\n- **Preconditions**: Subclass methods cannot demand more than parent methods\n- **Postconditions**: Subclass methods must guarantee at least as much as parent methods\n- **Invariants**: Subclass must maintain all invariants the parent maintains\n- **Exception Behavior**: Subclass cannot throw exceptions the parent doesn't declare\n\nWhen any of these are violated, substitution breaks—and your IS-A relationship is invalid, regardless of how natural it sounds in English."},"type":"text"},{"data":{"icon":"Lightbulb","title":"The \"More Demands, Fewer Guarantees\" Smell","content":"If your subclass method requires stricter input validation than the parent or provides weaker guarantees about its output, you're violating substitutability. The subclass should accept MORE inputs (weaker preconditions) and provide STRONGER guarantees (stronger postconditions)—never the reverse.","variant":"tip"},"type":"callout"}],"titleType":"number","titleNumber":2},{"id":"is-a-type-systems","title":"IS-A in Type Systems","content":[{"data":{"content":"Programming language type systems encode IS-A relationships through the inheritance mechanism. When you write `class Dog extends Animal`, you're telling the compiler that Dog IS-A Animal—and the compiler enforces certain aspects of this contract.\n\n**What the Type System Enforces:**\n\nThe compiler can verify *structural* aspects of IS-A:\n- Dog must have all methods declared in Animal (or inherit them)\n- Dog instances can be assigned to Animal variables\n- Methods accepting Animal parameters accept Dog arguments\n\n**What the Type System Cannot Enforce:**\n\nThe compiler *cannot* verify *behavioral* compatibility:\n- Whether overridden methods maintain parent contracts\n- Whether the IS-A relationship is logically meaningful\n- Whether invariants are properly preserved\n\nThis is why IS-A validation requires human judgment—the type system is necessary but not sufficient."},"type":"text"},{"data":{"code":"$72","fileName":"is-a-type-system.java","showLineNumbers":true},"type":"code"},{"data":{"content":"**Variance and IS-A:**\n\nType systems also handle how IS-A relationships interact with generics through **variance**:\n\n- **Covariance**: If Dog IS-A Animal, then `List` IS-A `List` (for reading)\n- **Contravariance**: If Dog IS-A Animal, then `Consumer` IS-A `Consumer` (for writing)\n- **Invariance**: `List` is NOT `List` (for both reading and writing)\n\nThese rules ensure that generic substitution remains safe—you can't accidentally put a Cat into a `List` through a `List` reference."},"type":"text"}],"titleType":"number","titleNumber":3},{"id":"proper-is-a-uses","title":"Proper Uses of IS-A","content":[{"data":{"content":"$73"},"type":"text"},{"data":{"items":["**Substitutability is natural** — Using the subclass where the parent is expected never feels forced or requires special handling","**Behavioral inheritance is meaningful** — The inherited methods genuinely make sense for the subclass","**The relationship is permanent** — There's no scenario where an instance might start as one type and \"become\" another","**Extension adds specialization** — The subclass adds specific behavior rather than restricting parent behavior","**Domain experts agree** — People familiar with the problem domain confirm the classification makes sense"],"title":{"icon":"CheckCircle","text":"Signs of a Valid IS-A Relationship","type":"icon","color":"primary","variant":"outline-circle"},"variant":"accent"},"type":"list"},{"data":{"content":"**Example: A Clean IS-A Hierarchy**\n\nConsider a financial trading system's order hierarchy:"},"type":"text"},{"data":{"code":"$74","fileName":"clean-is-a-hierarchy.java","showLineNumbers":true},"type":"code"},{"data":{"content":"This hierarchy works because:\n\n1. Every subclass genuinely IS AN Order\n2. All orders share the core identity: instrument, quantity, timestamp, status\n3. Substitution is safe: code that processes `Order` works with any specific type\n4. Specialized behavior (different execution logic) is the purpose of subclassing\n5. The domain model aligns with how trading systems actually categorize orders"},"type":"text"}],"titleType":"number","titleNumber":4},{"id":"inheritance-tax","title":"The Inheritance Tax","content":[{"data":{"content":"$75"},"type":"text"},{"data":{"code":"// The Fragile Base Class Problem\npublic class InstrumentedHashSet extends HashSet {\n private int addCount = 0;\n \n @Override\n public boolean add(E e) {\n addCount++;\n return super.add(e);\n }\n \n @Override\n public boolean addAll(Collection c) {\n addCount += c.size();\n return super.addAll(c);\n }\n \n public int getAddCount() {\n return addCount;\n }\n}\n\n// The problem: HashSet.addAll() calls add() internally!\nInstrumentedHashSet s = new InstrumentedHashSet<>();\ns.addAll(Arrays.asList(\"A\", \"B\", \"C\"));\n\n// Expected addCount: 3\n// Actual addCount: 6 (addAll added 3, then add() was called 3 more times)\n\n// This is the fragile base class problem: the subclass didn't know\n// about the internal self-use pattern in the parent class.","fileName":"fragile-base-class.java","showLineNumbers":true},"type":"code"},{"data":{"icon":"AlertCircle","title":"The Hidden Contract","content":"The fragile base class problem reveals a deeper issue: inheritance creates an implicit contract between parent and child that isn't documented in the interface. The parent's internal implementation becomes part of the contract, making it dangerous to change without understanding all subclasses.","variant":"error"},"type":"callout"},{"data":{"content":"**Cost 4: Testing Complexity**\n\nInheritance hierarchies complicate testing:\n\n- Testing a subclass often requires understanding parent behavior\n- Changes to parent classes can break subclass tests\n- Mocking parent behavior is complex or impossible\n- Test setup may need to satisfy parent class requirements\n\n**When to Pay the Tax:**\n\nInheritance's costs are acceptable when:\n\n1. The IS-A relationship is fundamental to the domain model\n2. The parent class is specifically designed for inheritance (documented extension points)\n3. Substitutability is the primary goal, not code reuse\n4. The hierarchy is shallow (2-3 levels max)\n5. You control both parent and child classes"},"type":"text"}],"titleType":"number","titleNumber":5},{"id":"is-a-vs-interfaces","title":"IS-A vs Interface Implementation","content":[{"data":{"content":"Both class inheritance and interface implementation create IS-A relationships—but they differ in important ways.\n\n**Class Inheritance IS-A:**\n- Inherits implementation (method bodies, fields)\n- Single inheritance in most languages\n- Tight coupling to parent's implementation\n- Creates substitutability based on both type AND implementation\n\n**Interface Implementation IS-A:**\n- Inherits only contract (method signatures)\n- Multiple interfaces can be implemented\n- No coupling to implementation\n- Creates substitutability based purely on behavioral contract"},"type":"text"},{"data":{"left":[{"data":{"items":["Use when parent provides useful implementation","Use when shared state is needed","Use when the type hierarchy is stable","Limited: single parent only","Higher coupling, more rigid"],"title":{"icon":"Target","text":"Class Inheritance","type":"icon","color":"primary","variant":"outline-circle"},"variant":"accent"},"type":"list"}],"right":[{"data":{"items":["Use when only contract matters","Use when multiple roles needed","Use when implementations will vary","Flexible: multiple interfaces allowed","Lower coupling, more flexible"],"title":{"icon":"Target","text":"Interface IS-A","type":"icon","color":"primary","variant":"outline-circle"},"variant":"accent"},"type":"list"}]},"type":"two-column"},{"data":{"content":"**The Semantic Difference:**\n\n`class Dog extends Animal` says: \"Dog is fundamentally an Animal, sharing Animal's implementation and type identity.\"\n\n`class Dog implements Pet` says: \"Dog can act as a Pet, fulfilling the Pet contract without any implementation inheritance.\"\n\nBoth are IS-A relationships in terms of type substitutability—you can use a Dog wherever Animal or Pet is expected. But class inheritance creates a deeper coupling:\n\n- Dog cannot stop being an Animal\n- Dog inherits all of Animal's baggage (methods, fields, dependencies)\n- Changes to Animal affect Dog\n\nWith interface implementation:\n\n- Dog can implement Pet without inheriting any implementation\n- Multiple implementations (Trainable, Veterinary) are possible\n- Pet interface can change independently (with default methods)"},"type":"text"},{"data":{"icon":"Lightbulb","title":"Modern Best Practice","content":"Modern design wisdom favors interface-based IS-A relationships over class inheritance for public APIs. Inherit from interfaces (or abstract classes designed for inheritance), and use composition to reuse implementation. This gives you the polymorphism benefits of IS-A with less coupling.","variant":"tip"},"type":"callout"}],"titleType":"number","titleNumber":6},{"id":"summary","title":"Summary: The IS-A Relationship","content":[{"data":{"content":"We've established a rigorous understanding of the IS-A relationship—the semantic foundation of inheritance. Let's consolidate the key insights:"},"type":"text"},{"data":{"type":"ordered","items":["**IS-A means substitutability** — If B IS-A A, then B instances can replace A instances everywhere without breaking correctness","**IS-A is about behavior, not syntax** — Method signatures matching isn't enough; behavioral contracts must be honored","**Apply the three-part test** — Verify sentence, substitution, and permanence before establishing inheritance","**Type systems enforce structure, not behavior** — Compilers verify signatures but can't verify behavioral contracts","**Valid IS-A has genuine specialization** — Subclasses should add specific behavior while preserving parent behavior","**Inheritance has costs** — Tight coupling, frozen structure, and fragile base class problems are real risks","**Interface IS-A offers more flexibility** — Implementing interfaces provides polymorphism with less coupling than class inheritance"],"title":{"icon":"CheckCircle","text":"Key Takeaways","type":"icon","color":"primary","variant":"outline-circle"},"variant":"accent"},"type":"list"},{"data":{"content":"**What's Next:**\n\nNow that we understand IS-A—the inheritance relationship—we'll explore its counterpart: HAS-A, the composition relationship. Understanding both relationships precisely is essential for making informed design decisions about when inheritance is appropriate and when composition serves better."},"type":"text"},{"data":{"icon":"CheckCircle","title":"Page Complete","content":"You now have a rigorous understanding of the IS-A relationship as a statement of type identity and behavioral substitutability—not merely code reuse. Next, we'll examine the HAS-A relationship and how it creates flexibility through composition.","variant":"success"},"type":"callout"}],"titleType":"number","titleNumber":7}],"isLocked":false},{"id":"seed_f3207331f58ed816de25721f851af605","title":"HAS-A — The Composition Relationship","order":1,"content":null,"isLocked":true},{"id":"seed_da5266231dd65ae36a46533e622604cc","title":"Testing for the Right Relationship","order":2,"content":null,"isLocked":true},{"id":"seed_7558763ddda92b640797d4eb58b95f67","title":"Common Relationship Mistakes","order":3,"content":null,"isLocked":true}]}},"dataUpdateCount":1,"dataUpdatedAt":1792196630035,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["learningContent","getModule"],{"input":{"slug":"has-a-vs-is-a-relationships"},"type":"query"}],"queryHash":"[[\"learningContent\",\"getModule\"],{\"input\":{\"slug\":\"has-a-vs-is-a-relationships\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630047,"state":{"data":{"json":null},"dataUpdateCount":1,"dataUpdatedAt":1792196630036,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["learningContent","getProgress"],{"input":{"moduleId":"seed_e090a872d9b775b0db101211f642fefc"},"type":"query"}],"queryHash":"[[\"learningContent\",\"getProgress\"],{\"input\":{\"moduleId\":\"seed_e090a872d9b775b0db101211f642fefc\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630047,"state":{"data":{"json":null},"dataUpdateCount":1,"dataUpdatedAt":1792196630036,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["feedback","get"],{"input":{"contentType":"LEARNING_PAGE","contentId":"seed_7558763ddda92b640797d4eb58b95f67"},"type":"query"}],"queryHash":"[[\"feedback\",\"get\"],{\"input\":{\"contentId\":\"seed_7558763ddda92b640797d4eb58b95f67\",\"contentType\":\"LEARNING_PAGE\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630047,"state":{"data":{"json":null},"dataUpdateCount":1,"dataUpdatedAt":1792196630036,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["feedback","getUserLike"],{"input":{"contentType":"LEARNING_PAGE","contentId":"seed_7558763ddda92b640797d4eb58b95f67"},"type":"query"}],"queryHash":"[[\"feedback\",\"getUserLike\"],{\"input\":{\"contentId\":\"seed_7558763ddda92b640797d4eb58b95f67\",\"contentType\":\"LEARNING_PAGE\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630047,"state":{"data":{"json":[]},"dataUpdateCount":1,"dataUpdatedAt":1792196630036,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"success","fetchStatus":"idle"},"queryKey":[["highlights","getHighlights"],{"input":{"contentType":"LEARNING_PAGE","contentId":"seed_7558763ddda92b640797d4eb58b95f67"},"type":"query"}],"queryHash":"[[\"highlights\",\"getHighlights\"],{\"input\":{\"contentId\":\"seed_7558763ddda92b640797d4eb58b95f67\",\"contentType\":\"LEARNING_PAGE\"},\"type\":\"query\"}]"},{"dehydratedAt":1792196630047,"state":{"data":"$undefined","dataUpdateCount":0,"dataUpdatedAt":0,"error":null,"errorUpdateCount":0,"errorUpdatedAt":0,"fetchFailureCount":0,"fetchFailureReason":null,"fetchMeta":null,"isInvalidated":false,"status":"pending","fetchStatus":"fetching"},"queryKey":[["highlights","getPopularHighlights"],{"input":{"contentType":"LEARNING_PAGE","contentId":"seed_7558763ddda92b640797d4eb58b95f67","minCount":2},"type":"query"}],"queryHash":"[[\"highlights\",\"getPopularHighlights\"],{\"input\":{\"contentId\":\"seed_7558763ddda92b640797d4eb58b95f67\",\"contentType\":\"LEARNING_PAGE\",\"minCount\":2},\"type\":\"query\"}]","promise":"$@76"}]},"children":"$L77"}]