Agent tracing and monitoring
Data as of Apr 11, 2026Based on 36 AI answers · A topic in LLM Agent Frameworks and Tooling.
Reviewed by Dimitry Apollonsky
AI summary
Langfuse holds a narrow lead over Braintrust for tracing agent trajectories and monitoring performance.
LangChain leads this topic, but LangChain LangGraph leads LLM Agent Frameworks and Tooling overall.
Questions and answers
I need a framework for building and evaluating complex LLM agent-based workflows with loops and tool usage.
Summary
LangChain is the usual answer for evaluating complex agent-based workflows with loops and tool usage.
Which agent framework suits tool-use and human approval steps?
Summary
AUTOGEN is recommended most for coordinating tool usage with human approval steps.
