How to bring observability to LLM workflows

As AI agents become more complex, traditional observability tools fall short. Lumigo’s new LLM Observability offering brings deep visibility to your AI workflows. Here’s what’s coming:

• Full input/output visibility
  Track system prompts, user prompts, and LLM responses for every call—no more black boxes.

• True cost tracing
  Understand and optimize the cost of each LLM call with full payload correlation.

• Data-rich exploration
  Filter and analyze by model, latency, tags, and custom dimensions to uncover insights.

• Agent call graph navigation
  Dive into internal calls and decision graphs to pinpoint breakdowns and bottlenecks fast.

This is the beta phase—your feedback will shape the product.