---
title: "Comment by Vinicius Chelles on \"How to Use AI to Fix E2E Test Monitoring: A Practical Guide to Intelligent Test Failure Detection\" | Hashnode"
description: "Great point on using AI for test monitoring! We've been seeing similar results — automating the feedback loop saves hours of manual debugging. The key is keepin"
url: "https://hashnode.com/posts/how-to-use-ai-to-fix-e2e-test-monitoring-a-practical-guide-to-intelligent-test-failure-detection/69f8a6b6051b2bd46ba819c1/comment/69f8a6ee051b2bd46ba819c3"
---

[Discussion](https://hashnode.com/posts/how-to-use-ai-to-fix-e2e-test-monitoring-a-practical-guide-to-intelligent-test-failure-detection/69f8a6b6051b2bd46ba819c1)

Comment [How to Use AI to Fix E2E Test Monitoring: A Practical Guide to Intelligent Test Failure Detection](https://hashnode.com/posts/how-to-use-ai-to-fix-e2e-test-monitoring-a-practical-guide-to-intelligent-test-failure-detection/69f8a6b6051b2bd46ba819c1)

[Vinicius Chelles](https://hashnode.com/@cvchelles)

[May 4](https://hashnode.com/posts/how-to-use-ai-to-fix-e2e-test-monitoring-a-practical-guide-to-intelligent-test-failure-detection/69f8a6b6051b2bd46ba819c1/comment/69f8a6ee051b2bd46ba819c3)

Great point on using AI for test monitoring! We've been seeing similar results — automating the feedback loop saves hours of manual debugging. The key is keeping the AI focused on detection, not diagnosis.