I like having an idea, building a version of it, and seeing where it goes.
Most of my projects start with a question or something I want to improve. I make a first version, use it, and keep changing it as I learn. Some stay small. Others become tools I share and maintain.
Right now, I'm exploring:
- MCP and infrastructure for AI agents
- context efficiency, reliability, and security
- search and research workflows for agents
- evaluating AI tools with reproducible evidence
I also contribute to open source and write about what I build, what failed, and what I learned.