Kevin Bartolome

The story, in three steps

1. 1
   The problem. I lead QA for a large AI product: hundreds of automated tests, a stream of failures every day, and one person triaging them by hand.
2. 2
   What I built. An AI agent that does the triage, the fixes and the verification, and one screen that shows me only what needs a human, with three more I open when I want the story behind it. I approve the parts that are hard to undo. Nothing reaches the product without a recorded run.
3. 3
   What happened. Most of the job now runs itself, the quality bar did not move, and the system writes down what it learns so the same mistake is not made twice. It also keeps its own books: every request, every reply, every dollar and every byte, derived from the record rather than typed. Everything below is that system, so you can read it, then open it.