I build and improve AI tooling, work on open-source integrations, and share practical engineering notes from real-world issues and experiments.
- Envai Chat - Chat UI
- Mock LLM - Lightweight mock LLM server for deterministic local development and testing
- DeepAgents Tests
- Contributing to LLM frameworks and developer tooling
- Troubleshooting real-world integration issues across LangChain, Jupyter AI, and Ollama ecosystems
- Writing practical deep-dives on AI, dev tooling, and automation
- DeepAgents Creates a File You Can't Find
- A Small Experiment on Meta's Open Research Direction
- Amazon vs ChatGPT: Who Should You Trust on the Internet?
- Automate Ubuntu Installation
- Basic Chatbot in LangGraph
More posts and notes are available on my website.
- Website: mcavdar.com
- GitHub: @mcavdar
- Blog: mcavdar.com/blog


