THE CLOSED LOOP
Production sessions
Logs & traces
Trajectory
Code path
Diagnosis
Pull request (logmonitor)
PR review agent
Human review + merge
Dashboard
Next fix
The agents watch and draft. The human decides.
AI text/layout recreation from video frame; verify against source image.