Searching protocol for "loop-detection"
Prevent agent loops and stuck states.
Run checks only — no AI reviews
Identify system stabilizers.
Break cycles, unlock progress.
Analyze Maestro sessions via Braintrust
Remember user preferences across sessions.
Automate code quality checks after changes.
Enforce discipline, ensure quality.
Build resilient AI systems.
Debug AI agent sessions
Avoid repetitive work loops.
Recover from build and agent failures.