Atla

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Atla is the automated eval tool that pinpoints the root causes of your AI agent's failures. Go beyond surface-level metrics to understand step-level errors, spot recurring failure patterns, and ship fixes faster, ensuring a flawless experience for your users

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We're thrilled to launch Atla, the eval platform that automatically finds and fixes the root causes of AI agent failures.

The Problem: Debugging Agents is BrokenToday, teams waste hours sifting through traces. Failures are buried in logs, and while tools might catch single bugs, they miss the recurring patterns causing most of the problems.

The Solution: Stop Fighting Symptoms, Fix the CauseAtla moves you from reactive debugging to proactive repair. We automatically detect failures at the step level and cluster them into recurring patterns. This means you can:

• Prioritize what's breaking most often.

• Understand the root cause with step-level insights.

• Fix it fast with actionable recommendations.

How Atla Works: Detect Failure Patterns – Automatically uncover recurring, high-impact issues.

 Pinpoint Root Causes – Dive into step-level errors with full context.

 Chat with Your Traces – Ask questions to surface hidden patterns.

 Generate & Implement Fixes – Get specific code recommendations and send them directly to Claude Code or Cursor.

 Test Changes Confidently – See how prompt edits or model swaps affect performance before shipping.

Why We Built It?We started Atla to save engineers from the endless bug chase. Our customers in legal, sales, and productivity use Atla to ship fixes in hours, not weeks, and make their agents truly reliable at scale.

 

atla-ai.com/

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Tags : Developer Tools , Artificial Intelligence , Data

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