About AI Dev Toolkit

Welcome to AI Dev Toolkit — a free resource built by developers, for developers.

Why We Exist

Every day, developers waste hours on outdated tutorials, broken code snippets, and vague documentation. We built AI Dev Toolkit to fix that. Every guide on this site is tested, current, and written to help you ship real projects — not just follow along with a tutorial.

What We Cover

• AI & LLM Tools — Run local models with Ollama, build apps with LangChain, use AI coding assistants effectively
• Python Development — From FastAPI REST APIs to virtual environment management and type hints
• Developer Workflow — Git, Docker, VS Code extensions, and Linux commands that save you time
• Tool Comparisons — Honest, hands-on comparisons of developer tools so you can pick the right one
• Troubleshooting — Step-by-step fixes for common errors like ModuleNotFoundError, pip failures, and merge conflicts

Our Approach

We believe good technical writing should be:

• Practical — Every guide includes real, runnable code
• Current — Content is updated to reflect the latest tools and best practices
• Clear — No jargon for jargon's sake. If a concept can be explained simply, it should be
• Honest — When we compare tools, we tell you what sucks about each one, not just what's great

Contact

Have a question, suggestion, or found an error? We'd love to hear from you.

Email us at: hello@aidevtoolkit.dev

Support This Site

AI Dev Toolkit is free and always will be. We use Google AdSense to cover hosting and domain costs. If you find our content helpful, sharing an article with a friend or colleague is the best way to support us.