Why Your AI Agent Is Confidently Wrong: Inside 50+ Production Traces

AI agents often fail 'silently,' delivering incorrect results with high confidence without triggering any error logs. Understanding these specific failure patterns is critical for developers to build reliable production systems that standard logging cannot monitor.