About
Product thinking, AI agents, small useful tools.
I build these in my free time around small workflow problems. AI agents help with speed. Product judgment decides what ships.
How I use agents
AI agents help with research, planning, coding, QA, videos, and launch assets.
I choose the problem, shape the product, review the tradeoffs, define the boundaries, and decide what ships.
File tools are local-first when possible. Sensitive workflows need plain privacy notes.
Every public tool needs
Real user
Useful output
Honest AI layer
Clear boundary
If a tool cannot explain these simply, it is not ready to publish.
100 Days, 100 AI Tools is the current build system. The portfolio stays broader than the challenge.