Beyond 200 OK: Eliminating Silent AI Agent Failures

Conventional monitoring often misses AI-specific risks like hallucinations, PII leaks, and unexpected cost surges that occur even when systems report a 'green' status. Tools like agenteval allow developers to treat agent behaviors as testable units in CI/CD, shifting focus from technical uptime to reliable and secure agent performance. This represents a critical evolution in AI observability and safety standards for production-ready applications.