---
title: "Discussion on \"Your AI Spec Is Already Stale\" | Hashnode"
description: "Discussion on \"Your AI Spec Is Already Stale\". When agents read project.intent.md as ground truth, stale specs become execution bugs. Here's how I caught real drift in two projects."
url: "https://hashnode.com/posts/your-ai-spec-is-already-stale/69bd07cfe40e5b04d5ef6aa4"
---

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# [Your AI Spec Is Already Stale](https://t3chn.hashnode.dev/your-ai-spec-is-already-stale?utm_source=hashnode&utm_medium=feed)

When agents read project.intent.md as ground truth, stale specs become execution bugs. Here's how I caught real drift in two projects.

Mar 20 · 5 min read · t3chn.hashnode.dev  
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-   [#agents](https://hashnode.com/tag/agents)
-   [#claude-code](https://hashnode.com/tag/claude-code)
-   [#context-engineering](https://hashnode.com/tag/context-engineering)
-   [#specs](https://hashnode.com/tag/specs)

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[Vitaly D.](https://hashnode.com/@t3chn)

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