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Python 3.15 Is Out. I Checked the Top 500 PyPI Packages: 97% Install From a Wheel, 12 Still Run Build Scripts

Python 3.15 Is Out. I Checked the Top 500 PyPI Packages: 97% Install From a Wheel, 12 Still Run Build Scripts

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8 min read
Is this number on WhatsApp? What a signup phone check can and cannot tell you

Is this number on WhatsApp? What a signup phone check can and cannot tell you

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4 min read
The Eviction Drill: Prove Your Agent Survives Losing Its Free Server in 30 Minutes

The Eviction Drill: Prove Your Agent Survives Losing Its Free Server in 30 Minutes

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9 min read
What 625,987 NHTSA complaints look like once you count them one way

What 625,987 NHTSA complaints look like once you count them one way

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2 min read
Make Doc Drafting Idempotent: A Content-Addressed Cache and Stability Gate for Free-Tier Models

Make Doc Drafting Idempotent: A Content-Addressed Cache and Stability Gate for Free-Tier Models

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7 min read
Check links in Markdown docs with a 60-line Python script

Check links in Markdown docs with a 60-line Python script

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4 min read
Same URL, Different Machine: Four State Myths on a Free Server

Same URL, Different Machine: Four State Myths on a Free Server

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5 min read
Two Runs Must Agree Before You Freeze a CLI Transcript

Two Runs Must Agree Before You Freeze a CLI Transcript

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6 min read
Our stock score ranked stocks backwards on the one test that mattered

Our stock score ranked stocks backwards on the one test that mattered

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2 min read
Find Fragile Cases With a Cross-Model Pass Matrix

Find Fragile Cases With a Cross-Model Pass Matrix

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5 min read
An ofrenda for the people whose code still runs: Gemma 4 writes the cards on my laptop, and git checks every quote

Hacktoberfest Open-Source AI Challenge: Ghost in the Machine Submission 👻🌼

An ofrenda for the people whose code still runs: Gemma 4 writes the cards on my laptop, and git checks every quote

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12 min read
Soul in Motion — 6:33 PM | 2026-10-27

Soul in Motion — 6:33 PM | 2026-10-27

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3 min read
APIC v2 Development Has Begun: A New Desktop Image Editor Is Coming

APIC v2 Development Has Begun: A New Desktop Image Editor Is Coming

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2 min read
Adding TOTP 2FA to your app the RFC way (Node.js and Python, no libraries)

Adding TOTP 2FA to your app the RFC way (Node.js and Python, no libraries)

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11 min read
The 10-minute STL pre-print checklist that saves failed prints

The 10-minute STL pre-print checklist that saves failed prints

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3 min read
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