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Building a Hash Identifier Without ML — Just Rules, Scores, and Honesty About Ambiguity

Building a Hash Identifier Without ML — Just Rules, Scores, and Honesty About Ambiguity

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8 min read
Perceptual Image Diff Without NumPy — Building a Pillow-Only CLI

Perceptual Image Diff Without NumPy — Building a Pillow-Only CLI

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9 min read
What's Actually In This CSV? A Zero-Dep Python Profiler

What's Actually In This CSV? A Zero-Dep Python Profiler

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9 min read
Text Generation Before Transformers: Building a Markov Chain in 200 Lines of Python

Text Generation Before Transformers: Building a Markov Chain in 200 Lines of Python

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10 min read
Japanese Width Conversion Without Regex: Full↔Half ASCII, Katakana, and the Dakuten Merge Problem

Japanese Width Conversion Without Regex: Full↔Half ASCII, Katakana, and the Dakuten Merge Problem

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9 min read
When does this cron run next? Give it its own 70 MB container

When does this cron run next? Give it its own 70 MB container

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8 min read
Slugifying Japanese URLs Is Harder Than You Think — I Built a Focused CLI

Slugifying Japanese URLs Is Harder Than You Think — I Built a Focused CLI

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10 min read
Writing `tail -f | jq` That Doesn't Feel Like a Rube Goldberg Machine

Writing `tail -f | jq` That Doesn't Feel Like a Rube Goldberg Machine

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10 min read
A 150-Line FastAPI Service for 'Is Today a Holiday?'

A 150-Line FastAPI Service for 'Is Today a Holiday?'

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8 min read
A 60 MB FastAPI Service That Extracts Text From PDFs (and Why It Beats Tika for the 90% Case)

A 60 MB FastAPI Service That Extracts Text From PDFs (and Why It Beats Tika for the 90% Case)

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8 min read
I Built a FastAPI QR Code Service and the Library Choice Mattered More Than the Code

I Built a FastAPI QR Code Service and the Library Choice Mattered More Than the Code

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9 min read
Writing a Polite Crawler: sitemap-gen for the Sites SSGs Forgot

Writing a Polite Crawler: sitemap-gen for the Sites SSGs Forgot

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9 min read
Writing a Privacy Tool You Can Actually Trust: exif-stripper in 500 Lines of Python

Writing a Privacy Tool You Can Actually Trust: exif-stripper in 500 Lines of Python

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8 min read
Dead Code in Python Is Undecidable — So I Built a Detector That Admits It

Dead Code in Python Is Undecidable — So I Built a Detector That Admits It

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10 min read
grep's flat output is the wrong abstraction for exploratory searches

grep's flat output is the wrong abstraction for exploratory searches

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9 min read
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