---
title: "Discussion on \"Why AI Agents Fail in Production — and How I Fixed Each Failure\" | Hashnode"
description: "Discussion on \"Why AI Agents Fail in Production — and How I Fixed Each Failure\". The contrarian take: most agent failures are not the model's fault. They are architectural. Here is what I have debugged in real deployments and the exact fix for each.\nHere is an opinion that has cos"
url: "https://hashnode.com/posts/why-ai-agents-fail-in-production-and-how-i-fixed-each-failure/6a8120dfc7a9e155af99b58d"
---

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# [Why AI Agents Fail in Production — and How I Fixed Each Failure](https://mrgulshanyadav.hashnode.dev/why-ai-agents-fail-in-production-and-how-i-fixed-each-failure?utm_source=hashnode&utm_medium=feed)

The contrarian take: most agent failures are not the model's fault. They are architectural. Here is what I have debugged in real deployments and the exact fix for each. Here is an opinion that has cos

Aug 16 · 12 min read · mrgulshanyadav.hashnode.dev  
Updated Aug 17  
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## Written by

[Gulshan Yadav](https://hashnode.com/@mrgulshanyadav)

@mrgulshanyadav

  
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Building AI tools and blogging platforms at Misar.

Founder of Misar.Blog — an AI-first blogging platform. I build tools for content creators and developers. Open to collabs.

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