From Skeptics to Champions
Jeff Otaño · Onebrief · Day 1
Make AI real.
Stripe Minion? A decade of infra.
A startup in a startup.
- Skills repo marketplace
- Sandboxes
- Guardrails
Didn't ask if anyone actually needed any of this.
AI Bug Diagnoser
Nobody has time to do the AI's homework.
- Tiny, annoying fixes
- Sandbox makes sense when it eases the pain
- Curated skills, by default
Build a knowledge graph? Show metrics before we take this on?
Undeniable beats impressive!
Create a feedback loop.
16% merge rate — no comments or feedback.
The Homework Was Already Done
1000 fixes from the last year — already in the repo.
Replay the agent.
Improved to 36% clean fixes!
Try it, measure it, delete what doesn't work.