Battle-Tested Strategies
Real-world techniques from developers who’ve shipped production code with AI assistance. No theory – just what actually works.
You’re holding the keys to a fundamental shift in how software gets built. This isn’t just another tool guide – it’s your roadmap to 5x productivity gains, dramatically reduced debugging time, and the ability to tackle codebases that would have been overwhelming just months ago.
Whether you’re a senior architect managing million-line codebases, a startup developer racing against time, or a team lead looking to transform your development process, this guide will show you exactly how to leverage AI coding assistants to their full potential.
This documentation is actively being developed and expanded. While we strive for accuracy and completeness, some content may be in draft form or contain inaccuracies. We welcome community contributions to improve the quality and coverage of this guide. If you encounter issues, outdated information, or have suggestions for improvement, please consider submitting a pull request through our GitHub repository.
Battle-Tested Strategies
Real-world techniques from developers who’ve shipped production code with AI assistance. No theory – just what actually works.
Enterprise-Ready Workflows
From solo projects to 100+ developer teams, learn scalable patterns that grow with your needs.
Cost-Optimized Approaches
Master token management and model selection to get maximum value without breaking the budget.
Language-Agnostic Solutions
JavaScript, TypeScript, Python, Elixir, PHP – see how AI adapts to your stack.
Get up and running with either tool in under 2 hours. By the end of today, you’ll be shipping features faster than ever before.
Once you’re comfortable with the basics, explore advanced techniques that separate power users from beginners.
By mastering the techniques in this guide, you’ll be able to:
The AI-First Code Editor
The Autonomous CLI Assistant
First 24 Hours
Within your first day, you’ll experience immediate productivity gains. Most developers report completing their first AI-assisted feature within hours and feeling a fundamental shift in how they approach coding problems.
Ready to revolutionize your development workflow? Let’s begin with understanding why AI coding tools represent a paradigm shift in software development.
This guide is continuously updated with the latest features, best practices, and community insights. Last updated: July 2025