AI agent failures: why dashboards are green but agents lie for days
Classic monitoring doesn't catch AI agent failures because agents degrade gradually, not crash. To detect issues, teams must trace reasoning cycles, measure agentic quality metrics, use LLM-as-judge evaluation, version prompts, and write telemetry to two destinations from day one.
Cloud.ru
Habr — хаб ИИ29.07 · 12:03