Engineers Warn Traditional Tracing Falls Short for AI Agent Observability

Developers building agent monitoring systems report that traditional call tracing, while capturing LLM and tool calls, cannot verify whether agents actually achieved intended business outcomes, exposing a critical observability gap.

2026-11-05 ~ 2026-11-06 · 2 related posts

• Traces don't tell the whole story: verifying what AI agents actually did — Ok-Machine7983 · 2026-11-05
• Traces aren't enough for AI agent observability, says team building outcome verification — Ok-Machine7983 · 2026-11-06