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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
I built flashbar — a zero-dependency progress bar for Python

I built flashbar — a zero-dependency progress bar for Python

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1 min read
The Right-Sized Image Service: A FastAPI Watermarker in ~110 MB

The Right-Sized Image Service: A FastAPI Watermarker in ~110 MB

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10 min read
Python's urllib.robotparser Is Subtly Wrong — and Why That Matters for SEO

Python's urllib.robotparser Is Subtly Wrong — and Why That Matters for SEO

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8 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
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
My Notes: Makemore - Character Level Language Model

My Notes: Makemore - Character Level Language Model

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18 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
Reel Quick - Added Docker Support

Reel Quick - Added Docker Support

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2 min read
Building linkcheck: Why I Stopped Parsing Markdown with Regex

Building linkcheck: Why I Stopped Parsing Markdown with Regex

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9 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
Stop Using `diff` on CSV Files — Build a Semantic CSV Diff in 200 Lines of Python

Stop Using `diff` on CSV Files — Build a Semantic CSV Diff in 200 Lines of Python

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9 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
How I shipped 13 PRs in one afternoon pair-programming with Claude (and what I learned)

How I shipped 13 PRs in one afternoon pair-programming with Claude (and what I learned)

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4 min read
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