| Layer | Owner | Durable evidence |
|---|---|---|
| Telegram intake | OpenClaw main obot | Short Telegram summary plus memory note when needed. |
| Source of truth | GitHub issues | Project, Requirement, Task issues and PR links. |
| PM execution | Codex | Issue comments, queue updates, audit findings. |
| Dev execution | Codex | Branch, PR, tests, evidence. |
| Supervision | OpenClaw plus runner/agent framework | Run records, heartbeats, failure recovery. |
The Codex-first model remains correct for execution. The weak assumption was that OpenClaw cron agentTurn could reliably run long PM/Dev sessions. It currently cannot.
Source report: v2 Codex-first plan