Why Traditional Debugging Fails on AI Agents—and How Observability Fixes It
AI agents leave no stack trace or reproducible steps, breaking classic incident response. LangChain shows that capturing full session traces—every prompt, tool call, and state change—lets SRE teams pinpoint reasoning errors, set alerts, and iterate safely. Treating agent runs as observable pipelines restores reliability in production.