Tag
Building AI agents reveals that the major cost is debugging—spending weeks chasing issues like upstream API changes—not just token or model inference costs.
The author questions why engineers are not performing automated pattern analysis on agent traces, arguing that current observability tools like LangSmith and Langfuse lack the 'connection' step needed to compound knowledge from agent behavior, unlike personal knowledge systems.
Dunetrace, an open-source real-time monitoring tool for production AI agents, updates with cross-agent pattern analysis, Langfuse deep analysis integration, and custom agent support.