Tommkruix123

Yes I agree, been able to bootstrap the rules instead of writing them by hand and porting them from one repo to another. And honestly that is the limitation right now but tools like Tach does similar work for python but just does not gates each rule on statistical evidence before suggesting and also act as its own linter. But what language do you think will worth the next real work to support?

I built an AI agent that behaves like a junior engineer instead of a senior one.

It executes workflow deterministically: picks exactly one eligible ticket, enforces rules, routes work across repos, drafts a small PR, then hands review and judgment back to humans.

The whole system runs on GitHub Actions + APIs (no workflow SaaS). It often produces partial implementations or TODOs rather than “solutions,” by design.

This is not about replacing engineers — it’s about removing workflow friction and cognitive tax. Happy to answer questions or hear where people think this would break down.