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Lemma

LangChain
OpenAI
Datadog

Reliability platform for AI agents

SOC 2

About Lemma

Lemma is a reliability platform designed for AI agents. It enables agents to continuously learn from their mistakes by turning production usage into automated improvements. With root cause analysis capabilities, Lemma identifies why agents fail and proposes fixes before the team even notices. Targeted at businesses relying on AI agents, it ensures enhanced performance and greater reliability of AI systems. With native integrations into existing frameworks, teams can easily leverage the insights provided by Lemma to improve their agents.

Source: Lemma official website

Key Features

Automatic root cause analysis

Identifies the exact elements triggering regressions

Proposed fixes

Suggests easy-to-implement changes

Semantic search

Queries traces with natural language questions

Cluster discovery

Detects emerging failure patterns without manual labeling

Easy integration

Fits into existing frameworks your team uses

Two lines of code to start

Quick implementation with `wrapAgent`

First-class SDK support

Supports TypeScript and Python

Robust security

Data protected by audited security standards

Practical Use Cases

Continuous performance improvement of AI agents
Proactive failure detection of agents before they impact end users
Incident analysis to enhance AI systems
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