# Judgment Labs makes its agent improvement stack generally available

> Original title: Judgment Labs is now GA 👀

- Source: Testing Catalog
- Published: 2026-10-27T16:50:37.000Z
- Bad Influence: https://badinfluence.news/items/xtu0i2wn1kmrxvzo8steab2jl
- Original: https://x.com/testingcatalog/status/2115124016335704102

## Summary

Judgment Labs is now generally available with a continuous-improvement stack for AI agents. Agent swarms can review production traces to spot failures, triage them, and test fixes, and the Judgment MCP works with Claude, Codex, Cursor, or any MCP client.

## Post

Judgment Labs is now GA 👀

It’s a “continuous-improvement stack” for AI agents. Agent swarms can go through production traces to spot failures, triage them, and test fixes.

The Judgment MCP works with Claude, Codex, Cursor, or any MCP client.

Curious to see how much time it saves when you run agents at scale.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHVpt9jVXMAAojED.jpg&mode=thumb&exp=1793404800&sig=13c7841871606e72)

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHVpt-p-W4AEqvP8.jpg&mode=thumb&exp=1793404800&sig=25b7c47ad1bd040c)

## Quoted post @alexshander03

> Today, @JudgmentLabs opens for general access.
> 
> We believe long running agent systems will generate more exhaust data than the world can currently process.
> 
> Hidden within agent traces are rich records of how to make these systems better: what users ask for, when agents stumble, and how agents interact with the external world.
> 
> Judgment is the most performant monitoring and improvement layer for long-horizon agents.
> 
> We’re excited to see what you build!

https://x.com/alexshander03/status/2115111288066171211