single-flight policy
- only one agent-coder job at a time (am-task)
- only one ollama chat model loaded (devstral during openkknd2 rotate)
- no parallel ollama pull during agent runs
- no parallel pics/vids/showcase on this host while rotation runs
- rotation is sequential (one model finishes before next)
updated: 2026-07-22T05:18:40+00:00