Multi-Repo Microservice Changes Are a Coordination Problem. I Solved It With AI Agent Teams.

A walkthrough of RepoOrch — an open-source Claude Code plugin that turns a multi-repo workspace into a deliberating team of AI specialists, with peer-to-peer messaging and a hard read-only safety model.

github.com/architonixlabs/RepoOrch · MIT licensed · v0.3.0

The honest workflow for a multi-repo bug in a microservice org looks like this: open three codebases, read until your eyes blur, hope you didn't miss a contract break in the fourth.

This isn't a code problem. It's a coordination problem. And it's the exact shape of problem that the new Agent Teams primitive in Claude Code is built to solve.

In this post I'll walk through: