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Category
Developer Tools
Rank
No. 1823Tools index
Pricing
Open Source
Type
TOOL
Use case
Model & Agent Evaluation · Deployment & Operations
GitHub
4 stars
Latest release
v0.1.3
Date

About

Apgar is a release health checker for AI agents. For the first hours of each new release it compares agent behavior from production traces against the previous release on metrics such as tool errors, retries, loops, answer length, cost and latency. It sends a Slack message or webhook naming the metric that moved and where the change is concentrated. It uses no LLM judge, so it can run on all traffic, but it cannot detect wrong answers that look normal.

Why it made the leaderboard

It flags when a harness change makes an agent worse in production, cheaply and on full traffic, catching regressions that sampled LLM-judge evals miss.

Tags

observabilityai-agentsopentelemetrylangfusereleasesregression

Tech Stack

PythonDocker

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