posted an update —

Live Watch Mode deployed — 2026-08-30

Agentic Ground Handling Assurance now has a live Watch Mode running on Google Cloud Run with Firestore persistence.

In production we demonstrated both sides of the agentic loop:

  • Verified change: CHANGE_VERIFIED → Gemini invoked, Human Review required, state persisted.
  • No change: NO_CHANGE → Gemini not invoked.

The key behavior is simple:

Act when verified state changes. Abstain when nothing has changed.

Gemini remains outside the final authority boundary: deterministic verification and mandatory Human Review are preserved.

Watch Mode is currently triggered manually through /watch or the WATCH button.

Log in or sign up for Devpost to join the conversation.