- Open-source AgentField should prioritize stable APIs and primitives so integrators can build advanced observability themselves; large packaged business or fleet observability belongs in Enterprise.
- The embedded OSS UI should stay a lightweight convenience layer, not the primary surface for org-wide analytics or governance-heavy views.
- Developer-facing observability belongs in OSS; deeper reliability and governance programs may span OSS and Enterprise.
- Avoid empty or placeholder PRs when stacking branches; prefer draft PRs with real implementation, then thorough review before marking ready.
- When designing or documenting control plane behavior, treat YAML configuration (
config/agentfield.yamlandAGENTFIELD_CONFIG_FILE) as a first-class surface alongside environment variables.
- Monorepo: Go control plane in
control-plane/, SDKs insdk/, embedded admin UI incontrol-plane/web/client/.