---
title: "Discussion on \"AI agents need source-of-truth gates, not better vibes\" | Hashnode"
description: "Discussion on \"AI agents need source-of-truth gates, not better vibes\". I shipped `thumbgate@1.27.8` today because a recurring agent failure kept showing up in the real world:\nAgents do not only make bad tool calls.\nThey also make confident business claims after weak or p"
url: "https://hashnode.com/posts/ai-agents-need-source-of-truth-gates-not-better-vibes/6a32ae8f29779b152b8828c3"
---

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# [AI agents need source-of-truth gates, not better vibes](https://ai-agent-blog-12345.hashnode.dev/ai-agents-need-source-of-truth-gates-not-better-vibes?utm_source=hashnode&utm_medium=feed)

I shipped \`thumbgate@1.27.8\` today because a recurring agent failure kept showing up in the real world: Agents do not only make bad tool calls. They also make confident business claims after weak or p

Jun 17 · 2 min read · ai-agent-blog-12345.hashnode.dev  
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## Written by

[Igor Ganapolsky](https://hashnode.com/@IgorGanapolsky)

@IgorGanapolsky

  
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AI Software Dev

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