Key Info
LiteLLM Lens now offers signal detection with an auto-populated collection of common agent failure modes, based on the team's experience running agents in production. Previously, Lens could only catch failure modes that users explicitly defined.
Highlights
- New signal detection feature automatically surfaces common agent failure modes
- Collection is curated from LiteLLM's experience operating agents in production
- Solves the prior limitation where users had to pre-define failure modes themselves
- Intended to help build self-improvement loops for agents
- Available through LiteLLM Lens product