Python Video Tools

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Download and process YouTube videos with Python scripts.

Contact: mactavish.ming@gmail.com

Author

Xinglin Ming

@xinglin_ming_fd5cf62c46d1

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Read Time1 min

Published

June 19, 2026

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Some friends wanted to see how I use DigitalOcean. So I built them the smallest real app I could.

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The LLM Visibility Tools Cost $79/Month. Mine is Open Source.

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My eval harness paid for itself on the first run: 0.57 0.96, two bugs no unit test could catch

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I almost added an em-dash remover to my LLM library. Then I tested whether local models even produce em-dashes.

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How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

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You Might Also Like

Some friends wanted to see how I use DigitalOcean. So I built them the smallest real app I could.

The LLM Visibility Tools Cost $79/Month. Mine is Open Source.

My eval harness paid for itself on the first run: 0.57 0.96, two bugs no unit test could catch

Never lose a training run again: a checkpoint-and-resume playbook for ephemeral GPUs

I almost added an em-dash remover to my LLM library. Then I tested whether local models even produce em-dashes.

How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season