---
title: "Discussion on \"What I learned debugging a factory at 5 AM\" | Hashnode"
description: "Discussion on \"What I learned debugging a factory at 5 AM\". Maintain data integrity, use contextual anomaly detection, and create tailored dashboards for operations and maintenance"
url: "https://hashnode.com/posts/what-i-learned-debugging-a-factory-at-5-am/692dffd9a4078e25220611e8"
---

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# [What I learned debugging a factory at 5 AM](https://blog.datadef.io/what-i-learned-debugging-a-factory-at-5-am?utm_source=hashnode&utm_medium=feed)

Maintain data integrity, use contextual anomaly detection, and create tailored dashboards for operations and maintenance

Dec 1, 2025 · 10 min read · blog.datadef.io  
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## Written by

[Theo](https://hashnode.com/@toflou)

@toflou · Paris, FR

  
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Building tools I wish I had as a data engineer.

I’m a senior IT and data consultant with a passion for building tools that make engineers’ lives easier. I love turning real-world pain points into practical solutions that save time and reduce frustration

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