Production monitoring for AI agents that surfaces silent failures, groups them into issues, and automates remediation.
Lemma audits every production trace against an agent's instructions, groups recurring failures into categorized issues, and alerts teams via Slack with actionable findings and suggested fixes. After a fix is deployed, Lemma creates an online eval to detect regressions immediately. Integrates natively with existing frameworks and supports pulling context directly into coding agents for in-workflow resolution. Lemma is a product of Lemma.