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Lessons (23)

  • DSA Interview Patterns Cheat Sheet

    … Keyword triggers, a decision flowchart, complexity tables and a step-by-step interview routine. The big idea There …

  • KISS: Keep It Simple, Stupid

    … that isn't needed. Why complexity hurts mermaid flowchart LR C[More complexity] -- B[More places for bugs …

  • Structural Patterns: How to Connect Objects

    … making incompatible pieces fit, adding features without editing classes, and hiding complexity behind simple fronts. --- 1. Adapter 🔌 Analogy …

  • State Management (Redux, Zustand, TanStack Query)

    … Large, complex, team-heavy apps → Redux Toolkit. - Filters and pagination belong in the URL.

  • Big-O Notation Made Simple

    … Learn the 7 common complexities with pictures and how to calculate them. The big idea You need to …

  • Creational Patterns: How to Make Objects

    … it. Problem: creating an object is expensive or complex, and you need many similar copies. js const baseEnemy …

  • Domain-Driven Design: Tactical Patterns

    … happened in the domain OrderPlaced , OrderShipped Factory Encapsulates complex creation Order.create(...) , QuoteFactory Entities vs value objects mermaid …

  • Choosing an Architecture

    … Many teams, very different scaling needs Distributed-systems complexity Event-driven Components react to published facts Many reactions …

  • Vertical Slice Architecture & the Modular Monolith

    … one folder per use case, top to bottom; each slice picks its own level of complexity. - Slices pair …

  • Why Kubernetes?

    … Pods, Deployments, Services, Ingress, ConfigMaps/Secrets, volumes, autoscalers. - It's powerful but complex. Use it when the scale …

  • Monolith vs Microservices

    … Simplicity ✅ One codebase, easy to debug ❌ Distributed system complexity Calls between parts ✅ Fast, in-memory function calls ❌ Slow …

  • REST vs GraphQL vs gRPC

    … URL), expensive queries need depth/complexity limits, and the server is more complex. gRPC: fast, typed calls between …

  • Kafka vs RabbitMQ & the Kafka Ecosystem

    … analytics, CDC?} Q2 -- yes K Q2 -- no Q3{"Complex routing, priorities,<br/ per-message TTL / delays,<br/ classic …

  • What Is Software Architecture?

    … great scale, but complex queries and more vendor lock-in text docs/adr/ ├── 0001-record-architecture-decisions.md …

  • CQRS & Event Sourcing

    … Query] -- RM When to use them ✅ Good fit: complex domains with rich business rules, strong audit requirements (finance …

  • Event-Driven Architecture

    … Deposited / Withdrawn events Full history and replay; more complex 4. CQRS Events keep separate read models up to …

  • Domain-Driven Design: Strategic Design

    … differentiation -- High business differentiation y-axis Low complexity -- High complexity quadrant-1 Core - build with care quadrant-2 …

  • Which Pattern Do I Need?

    … without<br/ editing a class"] -- DE[Decorator] P6["Complex subsystem,<br/ want a simple entry point"] -- FA[Facade …

  • Service Communication: Sync vs Async

    … every step ✅ Services only know events Best for Complex flows with many steps and compensations Simple flows, many …

  • Layered (N-Tier) Architecture

    … fit --- --- Small to medium apps, CRUD-heavy Rich, complex business domains Teams new to architecture: easy to understand …

  • SQL vs NoSQL Databases

    … a strict schema catches bad data, JOINs answer complex questions, ACID transactions keep money and inventory correct, and …

  • Message Queues & RabbitMQ

    … RabbitMQ Smart broker, queues and routing Task queues, complex routing, request/reply Apache Kafka Distributed append-only log …

  • React Hooks in Practice

    … setSettings] = useState(() = JSON.parse(localStorage.getItem("settings") ?? "{}")); For complex state with many transitions, useReducer keeps the logic in …