Run self‑verifying AI agents that only act after passing tests
Per-model LLM latency monitoring — Prometheus + Grafana
Analyze CI test results to find failures, root causes, flaky tests
Eyes for AI Agents — a machine-graded visual feedback loop c
Vitals for AI Agents — graded observability (pass/warn/fail)
Ears for AI Agents — machine-graded audio feedback loop