Trails – Automated insights from LLM agent runs

Summary: Trails analyzes traces from LLM agents to identify errors and generate actionable insights. It helps developers understand failures in complex agent outputs and enables immediate issue creation and fixes.

What it does

Trails automatically processes agent traces to surface insights about what went wrong during LLM runs. It supports developers by highlighting failure points and facilitating issue tracking.

Who it's for

It is designed for developers building LLM applications and agents who need to analyze large volumes of complex trace data.

Why it matters

It addresses the challenge of diagnosing failures in lengthy, complex agent traces where explicit user feedback is scarce.