Deeper observability with reasoning trace capture via LiteLLM

Agno’s LiteLLM integration now extracts and surfaces reasoning_content for supported models, enabling richer, audit-ready reasoning traces. Teams gain better visibility into model behavior for debugging, evaluation, and governance — without changing application logic.

Details

Structured reasoning signals are available through standard responses when using the LiteLLM gateway.
Enhances experiment design, incident analysis, and compliance reviews with traceable model steps.
Works across compatible reasoning models supported by LiteLLM.

Who this is for: Teams standardizing on LiteLLM who need stronger tracing for reliability engineering, model evaluation, and oversight.