About
I build small AI products from messy real-world workflows.
I am a Senior Product Manager using AI agents to build faster. But the important part is still human: choosing the right problem, keeping the scope small, and knowing what should not ship.
Why this exists now
I started the 100-day challenge by shipping tools quickly. That helped me build the system, but it also showed me something: speed is not enough if the problem is weak.
So the public filter has changed. I am looking for small, repeated workflows that already hurt before I turn them into a product.
The tools here are proof of that learning. Some will stay small. A few may become real products if the problem keeps showing up.
Public filter
If I cannot explain these simply, the tool should stay private or be parked.
100 Days, 100 AI Tools is still the build system. The bigger goal is better product judgment around problems worth solving.