Docs-first workflow
Before non-trivial changes:Operating guardrails
- Update docs in the same PR as behavior changes.
- Keep control-plane lightweight.
- Run heavy workload lanes on designated container hosts.
Label model canary operations
Use a canary lane when validating a fine-tuned Ollama label model in production.- Configure control vs canary model lanes
- Start with low canary percentage and repo allowlist
- Monitor disagreement/override rates from JSONL telemetry
- Keep
CANARY_PERCENT=0as instant rollback
References
- Self-host guide:
docs/SELF_HOST.md - Security config hardening:
docs/operations/security-config-hardening.md - Sandbox runtime contract:
docs/subsystems/sandbox-runtime.md