AI systems · 2026
A manager model, worker models, and pull requests
A Claude manager reads my backlog, writes a spec for each job, and dispatches it to a GLM worker running headless in its own git worktree and branch. The worker pushes and opens a pull request. The manager reads the diff, runs the tests and leaves one summary that ends in a clear question. I approve from my phone.
- Ten-plus repos run from one backlog
- Three daily briefs, posted as GitHub issues
- Separate lanes for what agents do and what needs a human
$ dispatch.sh --repo TalariaTreadTracker strava-refresh -f spec.md → worktree ~/.agent-manager/worktrees/strava-refresh → worker glm · headless · branch staff/strava-refresh ✓ tests 231 passed ✓ pushed pull request opened manager › read the diff, ran the tests. Ready to merge. Yes or no?