---
title: "Discussion on \"I Tried Fixing One Chart Bug. Three Weeks Later I Had Rebuilt My Entire AI Monitoring Engine. PC Workman 1.6.8\" | Hashnode"
description: "Discussion on \"I Tried Fixing One Chart Bug. Three Weeks Later I Had Rebuilt My Entire AI Monitoring Engine. PC Workman 1.6.8\". A simple chart bug turned into a full rebuild of my Python AI monitoring app: telemetry engine offline AI, optimization, and real system intelligence."
url: "https://hashnode.com/posts/i-tried-fixing-one-chart-bug-three-weeks-later-i-had-rebuilt-my-entire-ai-monitoring-engine-pc-workman-1-6-8/6a0898d074b18db686fc45bc"
---

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# [I Tried Fixing One Chart Bug. Three Weeks Later I Had Rebuilt My Entire AI Monitoring Engine. PC Workman 1.6.8](https://hck.hashnode.dev/i-tried-fixing-one-chart-bug-three-weeks-later-i-had-rebuilt-my-entire-ai-monitoring-engine-pc-workman-1-6-8?utm_source=hashnode&utm_medium=feed)

A simple chart bug turned into a full rebuild of my Python AI monitoring app: telemetry engine offline AI, optimization, and real system intelligence.

May 16 · 7 min read · hck.hashnode.dev  
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## Written by

[Marcin Firmuga](https://hashnode.com/@huckler)

@huckler · Poland

  
[View profile](https://hashnode.com/@huckler)

In way to dreams | HCK\_Labs

Hi! I’m Marcin. Currently working in the Netherlands (warehouse by agency) while building HCK\_Labs by night. Looking for someone who want to follow my journey and test my projects :) Feedback is pure gold!

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