Dev Guide

Guide

Practical engineering guides and best practices.

82 articles

Guide

CI/CD Pipeline Design: Stages, Caching, and Deployment Strategies

CI/CD Pipeline Design: Stages, Caching, and Deployment Strategies. Practical guide covering implementation patterns, trade-offs, and recommendations for product

2026-06-297 min read
Guide

Feature Flags Implementation: Rolling Out Changes Safely

Feature Flags Implementation: Rolling Out Changes Safely. Practical guide covering implementation patterns, trade-offs, and recommendations for production engin

2026-06-297 min read
Guide

Observability for Developers: Logs, Metrics, and Traces Explained

Observability for Developers: Logs, Metrics, and Traces Explained. Practical guide covering implementation patterns, trade-offs, and recommendations for product

2026-06-297 min read
Guide

Rate Limiting Strategies for APIs: Token Bucket, Sliding Window, and Leaky Bucket

Rate Limiting Strategies for APIs: Token Bucket, Sliding Window, and Leaky Bucket. Practical guide covering implementation patterns, trade-offs, and recommendat

2026-06-297 min read
Guide

Serverless Architecture Patterns: Functions, Queues, and Event-Driven Design

Serverless Architecture Patterns: Functions, Queues, and Event-Driven Design. Practical guide covering implementation patterns, trade-offs, and recommendations

2026-06-297 min read
Guide

Containerized Development Workflow: Dev Containers and Docker Compose

Containerized Development Workflow: Dev Containers and Docker Compose. Practical guide covering implementation patterns, trade-offs, and recommendations for pro

2026-06-287 min read
Guide

Documentation Standards for Development Teams

Documentation Standards for Development Teams. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-287 min read
Guide

Managing Technical Debt: Tracking, Prioritizing, and Paying It Down

Managing Technical Debt: Tracking, Prioritizing, and Paying It Down. Practical guide covering implementation patterns, trade-offs, and recommendations for produ

2026-06-287 min read
Guide

REST API Design Conventions: Naming, Pagination, and Error Responses

REST API Design Conventions: Naming, Pagination, and Error Responses. Practical guide covering implementation patterns, trade-offs, and recommendations for prod

2026-06-287 min read
Guide

Caching Strategies for Web Applications: Browser, CDN, and Server

Caching Strategies for Web Applications: Browser, CDN, and Server. Practical guide covering implementation patterns, trade-offs, and recommendations for product

2026-06-277 min read
Guide

Database Query Tuning: EXPLAIN Plans, Indexes, and N+1 Prevention

Database Query Tuning: EXPLAIN Plans, Indexes, and N+1 Prevention. Practical guide covering implementation patterns, trade-offs, and recommendations for product

2026-06-277 min read
Guide

Image Optimization for the Web: Formats, Lazy Loading, and CDNs

Image Optimization for the Web: Formats, Lazy Loading, and CDNs. Practical guide covering implementation patterns, trade-offs, and recommendations for productio

2026-06-277 min read
Guide

JavaScript Bundle Optimization: Code Splitting, Tree Shaking, and Lazy Imports

JavaScript Bundle Optimization: Code Splitting, Tree Shaking, and Lazy Imports. Practical guide covering implementation patterns, trade-offs, and recommendation

2026-06-277 min read
Guide

Monorepo Management with Turborepo: Setup and Best Practices

Monorepo Management with Turborepo: Setup and Best Practices. Practical guide covering implementation patterns, trade-offs, and recommendations for production e

2026-06-277 min read
Guide

Core Web Vitals Optimization: LCP, FID, and CLS Fixes

Core Web Vitals Optimization: LCP, FID, and CLS Fixes. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineer

2026-06-267 min read
Guide

Docker Production Checklist: Security, Logging, and Health Checks

Docker Production Checklist: Security, Logging, and Health Checks. Practical guide covering implementation patterns, trade-offs, and recommendations for product

2026-06-267 min read
Guide

GitHub Actions Workflows: From Basic CI to Advanced Deployments

GitHub Actions Workflows: From Basic CI to Advanced Deployments. Practical guide covering implementation patterns, trade-offs, and recommendations for productio

2026-06-267 min read
Guide

Setting Up Production Monitoring: Metrics, Logs, and Alerts

Setting Up Production Monitoring: Metrics, Logs, and Alerts. Practical guide covering implementation patterns, trade-offs, and recommendations for production en

2026-06-267 min read
Guide

Terraform Basics: Managing Infrastructure as Code

Terraform Basics: Managing Infrastructure as Code. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-267 min read
Guide

Content Security Policy Headers: Protecting Against XSS and Injection

Content Security Policy Headers: Protecting Against XSS and Injection. Practical guide covering implementation patterns, trade-offs, and recommendations for pro

2026-06-257 min read
Guide

CORS Configuration Guide: Understanding and Fixing Cross-Origin Errors

CORS Configuration Guide: Understanding and Fixing Cross-Origin Errors. Practical guide covering implementation patterns, trade-offs, and recommendations for pr

2026-06-257 min read
Guide

Dependency Security Scanning: Detecting Vulnerabilities Before Production

Dependency Security Scanning: Detecting Vulnerabilities Before Production. Practical guide covering implementation patterns, trade-offs, and recommendations for

2026-06-257 min read
Guide

Secure API Design: Rate Limiting, Input Validation, and Authentication

Secure API Design: Rate Limiting, Input Validation, and Authentication. Practical guide covering implementation patterns, trade-offs, and recommendations for pr

2026-06-257 min read
Guide

API Versioning Strategies: URL, Header, and Query Parameter Approaches

API Versioning Strategies: URL, Header, and Query Parameter Approaches. Practical guide covering implementation patterns, trade-offs, and recommendations for pr

2026-06-247 min read
Guide

Database Migration Best Practices for Zero-Downtime Deployments

Database Migration Best Practices for Zero-Downtime Deployments. Practical guide covering implementation patterns, trade-offs, and recommendations for productio

2026-06-247 min read
Guide

Managing Environment Variables Across Development, Staging, and Production

Managing Environment Variables Across Development, Staging, and Production. Practical guide covering implementation patterns, trade-offs, and recommendations fo

2026-06-247 min read
Guide

OWASP Top 10 for Web Developers: A Practical Walkthrough

OWASP Top 10 for Web Developers: A Practical Walkthrough. Practical guide covering implementation patterns, trade-offs, and recommendations for production engin

2026-06-247 min read
Guide

CQRS Pattern Explained: Separating Reads and Writes

CQRS Pattern Explained: Separating Reads and Writes. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-237 min read
Guide

Domain-Driven Design Basics for Web Application Teams

Domain-Driven Design Basics for Web Application Teams. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineer

2026-06-237 min read
Guide

Error Handling Patterns in JavaScript and TypeScript

Error Handling Patterns in JavaScript and TypeScript. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers

2026-06-237 min read
Guide

Production Logging Strategies: Structured Logs, Levels, and Aggregation

Production Logging Strategies: Structured Logs, Levels, and Aggregation. Practical guide covering implementation patterns, trade-offs, and recommendations for p

2026-06-237 min read
Guide

Clean Architecture in Node.js: Structuring Scalable Applications

Clean Architecture in Node.js: Structuring Scalable Applications. Practical guide covering implementation patterns, trade-offs, and recommendations for producti

2026-06-227 min read
Guide

Event Sourcing Fundamentals for Backend Developers

Event Sourcing Fundamentals for Backend Developers. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-227 min read
Guide

Hexagonal Architecture with TypeScript: Ports and Adapters Pattern

Hexagonal Architecture with TypeScript: Ports and Adapters Pattern. Practical guide covering implementation patterns, trade-offs, and recommendations for produc

2026-06-227 min read
Guide

Writing Custom GitHub Actions Workflows for CI/CD

Writing Custom GitHub Actions Workflows for CI/CD. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-227 min read
Guide

Building a GraphQL API with Node.js and Apollo Server

Building a GraphQL API with Node.js and Apollo Server. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineer

2026-06-217 min read
Guide

Real-Time Communication with WebSockets in Node.js

Real-Time Communication with WebSockets in Node.js. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-217 min read
Guide

Setting Up Vitest for a Modern TypeScript Project

Setting Up Vitest for a Modern TypeScript Project. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-217 min read
Guide

Snapshot Testing in JavaScript: When It Helps and When It Hurts

Snapshot Testing in JavaScript: When It Helps and When It Hurts. Practical guide covering implementation patterns, trade-offs, and recommendations for productio

2026-06-217 min read
Guide

Tailwind CSS Component Patterns: Cards, Modals, and Navigation

Tailwind CSS Component Patterns: Cards, Modals, and Navigation. Practical guide covering implementation patterns, trade-offs, and recommendations for production

2026-06-217 min read
Guide

Docker Networking: Bridges, Overlays, and Service Discovery

Docker Networking: Bridges, Overlays, and Service Discovery. Practical guide covering implementation patterns, trade-offs, and recommendations for production en

2026-06-207 min read
Guide

Docker Volumes and Bind Mounts: Persisting Data Correctly

Docker Volumes and Bind Mounts: Persisting Data Correctly. Practical guide covering implementation patterns, trade-offs, and recommendations for production engi

2026-06-207 min read
Guide

End-to-End Testing with Playwright: Setup to CI Integration

End-to-End Testing with Playwright: Setup to CI Integration. Practical guide covering implementation patterns, trade-offs, and recommendations for production en

2026-06-207 min read
Guide

Jest Mocking Strategies: Modules, Functions, and Timers

Jest Mocking Strategies: Modules, Functions, and Timers. Practical guide covering implementation patterns, trade-offs, and recommendations for production engine

2026-06-207 min read
Guide

Testing React Components with React Testing Library

Testing React Components with React Testing Library. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-207 min read
Guide

Docker Compose for Local Development Environments

Docker Compose for Local Development Environments. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-197 min read
Guide

Docker Multi-Stage Builds for Smaller Production Images

Docker Multi-Stage Builds for Smaller Production Images. Practical guide covering implementation patterns, trade-offs, and recommendations for production engine

2026-06-197 min read
Guide

Redis Caching Patterns for Web Applications

Redis Caching Patterns for Web Applications. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-197 min read
Guide

SQLite for Local Development and Embedded Applications

SQLite for Local Development and Embedded Applications. Practical guide covering implementation patterns, trade-offs, and recommendations for production enginee

2026-06-197 min read
Guide

Advanced Python Decorators: Closures, Arguments, and Class Decorators

Advanced Python Decorators: Closures, Arguments, and Class Decorators. Practical guide covering implementation patterns, trade-offs, and recommendations for pro

2026-06-187 min read
Guide

Data Validation in Python with Pydantic v2

Data Validation in Python with Pydantic v2. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-187 min read
Guide

PostgreSQL Indexing Strategies for Faster Queries

PostgreSQL Indexing Strategies for Faster Queries. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-187 min read
Guide

Python Type Hints and mypy: A Practical Introduction

Python Type Hints and mypy: A Practical Introduction. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers

2026-06-187 min read
Guide

Python Virtual Environments Demystified: venv, pip, and Poetry

Python Virtual Environments Demystified: venv, pip, and Poetry. Practical guide covering implementation patterns, trade-offs, and recommendations for production

2026-06-187 min read
Guide

Migrating a Node.js Project from CommonJS to ES Modules

Migrating a Node.js Project from CommonJS to ES Modules. Practical guide covering implementation patterns, trade-offs, and recommendations for production engine

2026-06-177 min read
Guide

Parallel Processing in Node.js with Worker Threads

Parallel Processing in Node.js with Worker Threads. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-177 min read
Guide

Python async/await: Writing Concurrent Code with asyncio

Python async/await: Writing Concurrent Code with asyncio. Practical guide covering implementation patterns, trade-offs, and recommendations for production engin

2026-06-177 min read
Guide

The Node.js Event Loop Explained: Phases, Microtasks, and Timers

The Node.js Event Loop Explained: Phases, Microtasks, and Timers. Practical guide covering implementation patterns, trade-offs, and recommendations for producti

2026-06-177 min read
Guide

Using the Native Fetch API in Node.js 22

Using the Native Fetch API in Node.js 22. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-177 min read
Guide

Mastering TypeScript Utility Types: Partial, Pick, Omit, and Beyond

Mastering TypeScript Utility Types: Partial, Pick, Omit, and Beyond. Practical guide covering implementation patterns, trade-offs, and recommendations for produ

2026-06-167 min read
Guide

Node.js Streams: Reading, Writing, and Transforming Data Efficiently

Node.js Streams: Reading, Writing, and Transforming Data Efficiently. Practical guide covering implementation patterns, trade-offs, and recommendations for prod

2026-06-167 min read
Guide

Runtime Type Validation in TypeScript with Zod

Runtime Type Validation in TypeScript with Zod. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-167 min read
Guide

TypeScript Type Guards and Narrowing Techniques

TypeScript Type Guards and Narrowing Techniques. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-167 min read
Guide

Writing TypeScript Declaration Files for JavaScript Libraries

Writing TypeScript Declaration Files for JavaScript Libraries. Practical guide covering implementation patterns, trade-offs, and recommendations for production

2026-06-167 min read
Guide

Adding Authentication to Next.js with NextAuth.js

Adding Authentication to Next.js with NextAuth.js. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-157 min read
Guide

Building REST APIs with Next.js Route Handlers

Building REST APIs with Next.js Route Handlers. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-157 min read
Guide

Incremental Static Regeneration in Next.js: On-Demand Revalidation

Incremental Static Regeneration in Next.js: On-Demand Revalidation. Practical guide covering implementation patterns, trade-offs, and recommendations for produc

2026-06-157 min read
Guide

Next.js Server Actions: Form Handling Without API Routes

Next.js Server Actions: Form Handling Without API Routes. Practical guide covering implementation patterns, trade-offs, and recommendations for production engin

2026-06-157 min read
Guide

TypeScript Generics Explained with Real-World Examples

TypeScript Generics Explained with Real-World Examples. Practical guide covering implementation patterns, trade-offs, and recommendations for production enginee

2026-06-157 min read
Guide

Managing Complex State with useReducer in React

Managing Complex State with useReducer in React. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-147 min read
Guide

Migrating from Next.js Pages Router to App Router

Migrating from Next.js Pages Router to App Router. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-147 min read
Guide

Next.js Middleware for Authentication and Redirects

Next.js Middleware for Authentication and Redirects. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-147 min read
Guide

React Error Boundaries: Catching and Recovering from Render Errors

React Error Boundaries: Catching and Recovering from Render Errors. Practical guide covering implementation patterns, trade-offs, and recommendations for produc

2026-06-147 min read
Guide

React.memo, useMemo, and useCallback: When They Actually Help

React.memo, useMemo, and useCallback: When They Actually Help. Practical guide covering implementation patterns, trade-offs, and recommendations for production

2026-06-147 min read
Guide

Building Reusable Custom Hooks in React

Building Reusable Custom Hooks in React. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-137 min read
Guide

React Context API Without Performance Problems

React Context API Without Performance Problems. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-137 min read
Guide

React Suspense for Data Fetching: A Practical Guide

React Suspense for Data Fetching: A Practical Guide. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-06-137 min read
Guide

Best cheap VPS hosting for developers in 2026

Best cheap VPS hosting for developers in 2026. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-03-127 min read
Guide

Best cloud hosting stack for indie developers in 2026

Best cloud hosting stack for indie developers in 2026. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineer

2026-03-127 min read
Guide

Best platforms to deploy a side project in 2026

Best platforms to deploy a side project in 2026. Practical guide covering implementation patterns, trade-offs, and recommendations for production engineers.

2026-03-127 min read
Guide

Vultr GPU instances for machine learning: complete setup guide

Vultr GPU instances for machine learning: complete setup guide. Practical guide covering implementation patterns, trade-offs, and recommendations for production

2026-03-127 min read
Guide

Versioning Developer Documentation in Static Site Hosts: Strategies for Automated Deployment and Routing

Versioning Developer Documentation in Static Site Hosts: Strategies for Automated Deployment and Routing. Practical guide covering implementation patterns, trad

2026-03-077 min read