AgentTrace
What it is
AgentTrace is an open-source Python library for runtime tracing and diagnostics of AI agent execution flows. It works by patching agent modules to capture spans, state snapshots, and tool calls, then provides a local dashboard and LLM-based review to analyze performance, redundancy, and decision logic.
The problem it solves
Lack of visibility into the internal execution flow, tool usage patterns, and decision-making context of AI agents, making it difficult to debug performance issues or logical errors.
What you could use it for
- Debugging why an agent called a specific tool multiple times
- Analyzing latency bottlenecks in agent execution
- Inspecting LLM prompts and responses in the context of a run
- Identifying redundant or suspicious fallback behaviors in agent logic
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.