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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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Compare Against the Schema They Shipped, Not the One You Expected

A brilliant post-mortem on rigid tool assertions

Compare Against the Schema They Shipped, Not the One You Expected

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5 min read
The Receipt Was Cryptographically Valid. The Action Didn't Match the Judgment.

The Receipt Was Cryptographically Valid. The Action Didn't Match the Judgment.

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11 min read
The calling layer won. The numbers aren't close.

The calling layer won. The numbers aren't close.

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2 min read
I Installed 300 MCP Servers From PyPI. About 43% Don't Start.

I Installed 300 MCP Servers From PyPI. About 43% Don't Start.

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4 min read
Only Two AI Updates Cleared My 36-Hour Cutoff

Only Two AI Updates Cleared My 36-Hour Cutoff

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2 min read
I released TraceMotive v0.1, got roasted, and rebuilt the biggest problems in v0.2

I released TraceMotive v0.1, got roasted, and rebuilt the biggest problems in v0.2

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2 min read
If You’re Learning AI in 2026, Don’t Skip This

If You’re Learning AI in 2026, Don’t Skip This

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5 min read
Why “reversible transliteration” isn't always actually reversible

Why “reversible transliteration” isn't always actually reversible

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3 min read
Judge New Models With the Bugs That Already Burned You

Judge New Models With the Bugs That Already Burned You

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7 min read
Stop Benchmarking Coding Models on Strangers' Bugs: A Reproducible Harness for Your Own Repo

Stop Benchmarking Coding Models on Strangers' Bugs: A Reproducible Harness for Your Own Repo

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5 min read
Context Over MCP, Part III: Horses for Courses

Context Over MCP, Part III: Horses for Courses

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4 min read
Treat Every New Open Model Like a Dependency Upgrade: A Pre-Flight Gate

Treat Every New Open Model Like a Dependency Upgrade: A Pre-Flight Gate

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5 min read
Sanitizer Verdicts Over Demo Gifs: A Spec-Driven C++ Test Rig for Freshly Released Coding Models

Sanitizer Verdicts Over Demo Gifs: A Spec-Driven C++ Test Rig for Freshly Released Coding Models

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7 min read
10 Open-Source GitHub Repositories That Challenge Expensive Paid Apps

10 Open-Source GitHub Repositories That Challenge Expensive Paid Apps

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3 min read
I recorded my Kubernetes AI agent failing, on purpose

I recorded my Kubernetes AI agent failing, on purpose

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3 min read
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