Ledda – Monitor AI agents beyond standard error tracking

Summary: Ledda provides detailed monitoring of AI agents by capturing every LLM call, tool use, and decision, identifying issues like hallucinations or skipped steps that traditional monitoring misses. It integrates with OpenTelemetry traces in minutes and offers alerts on performance drops, enabling teams to analyze AI behavior without engineering involvement.

What it does

Ledda connects to OpenTelemetry traces to track AI agent conversations, detecting non-error failures such as hallucinated policies or incomplete tasks. It delivers alerts on completion rate changes and hallucination spikes, presenting data in a format accessible to all team members.

Who it's for

Teams deploying AI agents in production who need visibility into agent behavior beyond standard error codes and want cross-functional access to monitoring data.

Why it matters

It identifies AI failures that traditional monitoring overlooks, preventing unnoticed issues that impact user experience until reported by customers.