I'm Patrick, founder of AITR. Here's the problem I couldn't stop thinking about: engineering is the most expensive thing a tech company does, and most leaders manage it blind. Status comes from standups and Jira cards nobody updates. The board says one thing, the code says another. And now that AI writes half the code, the volume is exploding while the visibility shrinks. AITR reads your team's code, every commit and every PR, and turns it into management. It reviews the code automatically, validates whether a task actually shipped, flags security risks before the merge, and scores performance from what's really in the repo instead of gut feel. And it doesn't stop at analysis. It runs the project itself, which is the part I'm most excited about: Tasks move from backlog to done on their own as commits land. Sprints, burndown and PR reviews all driven by the code, not by someone updating a board. The review verdict is an input to the workflow. It moves the task, feeds the score, and shows up in the report. Built dev first: developers see their own data before managers see team patterns. Not surveillance, evolution. I'll be honest about where we are. We run AITR on AITR: 14 managers and around 100 developers use it daily inside our own operation, and the product reviews its own commits. 100 repos and 5,000 commits analyzed so far. Early, but I'd rather launch and talk to real people than polish in the dark. For Product Hunt this week: 50% off Premium for 6 months for teams up to 10 devs, and I'll personally onboard you, connect your first repo, and show you what your team is really shipping. Just use the code AITRHUNT I'm here all day. But more than upvotes, I want to hear from people who live this: how does your team know what's actually getting built right now? Tell me. I'll read every reply.

AITR

Engineering that manages itself.

Engineering that manages itself.