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The AI Automation That Cut My Operating Costs by 40%: Revision history

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25 November 2025

  • curprev 01:2301:23, 25 November 2025 PC talk contribs 7,445 bytes +7,445 Created page with "500px Photo by Steve Johnson on Unsplash I didn’t expect a side project to save me 40% of my monthly operating costs.
But that’s exactly what happened and it started with a single line of Python. Let me explain. A few months ago, I was running a set of internal AI-powered pipelines OCR, embeddings, classification, and vector storage. Everything worked fine… until I looked at my cloud bill. $840. 
For a month.
F..."
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