---
title: "Comment by Correlic on \"I Built 5 AI Agents with Claude's New Builder Tool - Here's What Actually Works in 2026\" | Hashnode"
description: "Useful builder's perspective. One thing worth adding to the 'what actually works' list: monitoring. When an agent breaks or does something unexpected, having a"
url: "https://hashnode.com/posts/i-built-5-ai-agents-with-claudes-new-builder-tool-heres-what-actually-works-in-2026/69ccf86bcc1311e87202b333/comment/69e6c4acc9501dd0104f6b0b"
---

[Discussion](https://hashnode.com/posts/i-built-5-ai-agents-with-claudes-new-builder-tool-heres-what-actually-works-in-2026/69ccf86bcc1311e87202b333)

Comment [I Built 5 AI Agents with Claude's New Builder Tool - Here's What Actually Works in 2026](https://hashnode.com/posts/i-built-5-ai-agents-with-claudes-new-builder-tool-heres-what-actually-works-in-2026/69ccf86bcc1311e87202b333)

[Correlic](https://hashnode.com/@correlic)

[Apr 21](https://hashnode.com/posts/i-built-5-ai-agents-with-claudes-new-builder-tool-heres-what-actually-works-in-2026/69ccf86bcc1311e87202b333/comment/69e6c4acc9501dd0104f6b0b)

Useful builder's perspective. One thing worth adding to the 'what actually works' list: monitoring. When an agent breaks or does something unexpected, having a runtime trace of what it actually did (not just what you told it to do) saves hours of debugging. Behavioral observability is underrated in the builder workflow.