---
title: "Discussion on \"It Finally Works: Fighting Hallucinations and Learning to Debug\" | Hashnode"
description: "Discussion on \"It Finally Works: Fighting Hallucinations and Learning to Debug\". Last week ended with me stuck in an endless debugging loop. This week? I fell right back into it.\nMore ChatGPT suggestions. More circles. At some point, I had to stop and ask myself: What am I actually doing wrong? And the truth was that I wasn’t eve..."
url: "https://hashnode.com/posts/it-finally-works-fighting-hallucinations-and-learning-to-debug/691e316edbd64dcb748faec0"
---

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# [It Finally Works: Fighting Hallucinations and Learning to Debug](https://vibecoding-ltl.hashnode.dev/it-finally-works-fighting-hallucinations-and-learning-to-debug?utm_source=hashnode&utm_medium=feed)

Last week ended with me stuck in an endless debugging loop. This week? I fell right back into it. More ChatGPT suggestions. More circles. At some point, I had to stop and ask myself: What am I actually doing wrong? And the truth was that I wasn’t eve...

Nov 19, 2025 · 3 min read · vibecoding-ltl.hashnode.dev  
Updated Jan 12  
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[Linda Liu](https://hashnode.com/@lindaliu)

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