Tools

Shipped proof, not the whole story.

These are small AI products that made it through the current filter: a clear problem, a useful output, and a privacy boundary I can explain simply.

Live tools

Ready to try

5 live

Problem lanes

Future tools start as workflows, not ideas.

I am looking for boring repeated work: something someone already does manually, often enough that a small product could help.

Before publishing
Before sharing
Before deciding
Messy documents
Broken tables
Repeated admin

Selection rule

Problem first. Tool third.

The challenge is still running, but the public shelf only gets tools where the user, output, AI layer, and boundary are clear.

Send one messy workflow