Development
Coding, debugging, code review workflows
27 resources
Devin Best Practices: Delegating Multi-File Refactoring with Spec Docs, Branch Isolation & Code Review Checkpoints
Learn best practices for delegating multi-file refactoring to Devin with spec docs, branch isolation, and human-in-the-loop code review checkpoints.
Bolt Case Study: How a Solo Developer Shipped a Full-Stack SaaS MVP in One Weekend
Case study: How a solo developer used Bolt to ship a full-stack SaaS MVP with Supabase and Stripe checkout in one weekend using prompt-driven scaffolding.
Replit Agent vs Cursor AI vs GitHub Copilot Workspace: Full-Stack Prototyping Compared (2026)
Compare Replit Agent, Cursor AI & GitHub Copilot Workspace for solo full-stack prototyping. Code speed, deployment, and cost breakdown for 2026.
How to Build a Multi-Page SaaS Landing Site in v0 with Reusable Components and Next.js Export
Learn how to build a multi-page SaaS landing site in v0 with reusable components, responsive design, and one-click Next.js export. Step-by-step guide.
Claude 3.5 Sonnet vs GPT-4o vs Gemini 1.5 Pro: Long-Document Summarization Compared (2025)
Compare Claude 3.5 Sonnet, GPT-4o & Gemini 1.5 Pro for long-document summarization. Context windows, accuracy benchmarks, cost & working code examples.
Bolt Case Study: How a Two-Person Agency Delivered 5 Client Landing Pages in One Week Using AI
Case study: A two-person agency used Bolt to build and deploy 5 client landing pages in one week with AI components, custom domains, and live previews.
How to Use Claude Projects with Custom Instructions and Knowledge Files to Build a Brand Voice Assistant
Learn how to set up Claude Projects with custom instructions and knowledge files to build a persistent brand voice assistant for your marketing team.
How to Use Claude Projects with Custom System Prompts and Knowledge Files for SaaS Customer Support
Learn how to build a reusable SaaS customer support assistant using Claude Projects with custom system prompts and knowledge files. Step-by-step guide.
GitHub Copilot Installation & Setup Guide for VS Code and JetBrains IDEs (2026)
Complete guide to installing and configuring GitHub Copilot in VS Code and JetBrains IDEs with Chat setup, workspace indexing, and org policies.
GitHub Copilot Workspace: Turn Issues into Pull Requests with AI-Generated Plans and Edits
Learn how to use GitHub Copilot Workspace to turn issues into pull requests with AI-generated plans, file edits, and terminal validation.
Replit Agent Best Practices: Iterative Full-Stack App Development Guide
Learn Replit Agent best practices for iterative full-stack development with structured prompting, checkpoint branching, database planning, and deployment.
V0 Setup Guide: Vercel Account Linking, Framework Selection, shadcn/ui Customization & One-Click Deploy
Complete V0 setup guide: link Vercel, select frameworks, customize shadcn/ui components, and deploy to production with step-by-step instructions.
V0 vs Bolt vs Lovable: AI Code Generation for Full-Stack Web App Prototyping Compared (2025)
Compare V0, Bolt, and Lovable for full-stack web app prototyping. Code quality, framework support, deployment, and pricing compared with real examples.
Bolt Case Study: Nonprofit Education Startup Builds Multilingual Parent Portal in 72 Hours
How a nonprofit education startup used Bolt to build a multilingual parent communication portal with Supabase RLS and Vercel Edge Functions in just 72 hours.
Claude API Setup Guide for Python: API Keys, Streaming, Tool Use & Structured Output
Learn how to set up the Claude API in Python with API key management, streaming, tool use, and structured output using the Anthropic SDK.
Cursor Agent Mode Case Study: Fintech Startup Refactors Express.js to NestJS in 3 Days
Case study: How a fintech startup used Cursor Agent Mode to migrate 47 Express.js routes to NestJS in 3 days with automated tests and docs indexing.
How to Set Up Cursor Rules Files for Multi-Language Monorepos: Per-Directory AI Behavior & Team Conventions
Learn how to configure Cursor rules for multi-language monorepos with per-directory AI behavior, framework-specific autocomplete, and shared team conventions.
Cursor Tab Completion Case Study: Backend Team Cuts Boilerplate Code Writing Time by 60% in Spring Boot Monorepo
Case study: backend team reduces boilerplate code writing by 60% using Cursor tab completion in a Spring Boot microservices monorepo with .cursorrules.
How to Set Up Devin for Automated Dependency Upgrade PRs with Version Pinning, Test Gates, and Changelog Generation in a Python Monorepo
Learn how to configure Devin for automated dependency upgrade PRs with version pinning, test validation gates, and changelog generation in a Python monorepo.
Devin Best Practices: Writing Effective Session Playbooks for Higher PR Approval Rates
Learn Devin best practices for writing session playbooks with structured prompts, acceptance criteria, and review workflows to maximize PR approval rates.
Devin Case Study: Automating Django Test Suite Migration from unittest to pytest for Mid-Size E-Commerce
How Devin migrated 1,200 Django test files from unittest to pytest in 10 days—with autonomous fixture generation, dependency resolution, and CI updates.
Devin vs GitHub Copilot Workspace vs Cursor Agent: Autonomous Multi-File Bug Fixing Compared (2026)
Compare Devin, GitHub Copilot Workspace, and Cursor Agent for autonomous multi-file bug fixing. Task delegation, PR quality, and pricing reviewed.
GitHub Copilot Case Study: How a Backend Team Cut Pull Request Review Cycles by 40%
Case study: a backend team cut PR review cycles by 40% using GitHub Copilot's inline suggestions, test generation, and workspace commands in Django.
GitHub Copilot Setup Guide for VS Code: Workspace Settings, Language Rules, Keybindings & Chat Commands
Complete GitHub Copilot setup guide for VS Code covering workspace settings, language-specific rules, custom keybindings, and Copilot Chat slash commands.
Replit Agent Case Study: How a Nonprofit Coding Bootcamp Deployed 15 Student Capstone Projects in One Week
Learn how a nonprofit coding bootcamp used Replit Agent to deploy 15 student capstone projects in one week, replacing manual Heroku and Vercel workflows.
V0 Prompt Engineering Best Practices: A Frontend Developer's Guide to Production-Ready React Output
Master V0 prompt engineering for React development with component-level instructions, shadcn/ui tokens, and iterative refinement workflows.
V0 vs Bolt vs Lovable: Full-Stack AI Web App Builders Compared (2026)
Compare V0, Bolt, and Lovable for AI full-stack web app development. Code quality, framework support, deployment, and pricing analyzed with examples.