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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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My MCP Security Scanner Missed 2026's Worst MCP RCE: Here Is the One-Rule Fix

My MCP Security Scanner Missed 2026's Worst MCP RCE: Here Is the One-Rule Fix

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5 min read
Flash Onyx 2.3: I shipped a model release with zero new weights

Flash Onyx 2.3: I shipped a model release with zero new weights

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6 min read
HookAudit: Building a Supply-Chain Security Scanner Without a Supply Chain

HookAudit: Building a Supply-Chain Security Scanner Without a Supply Chain

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15 min read
The same pipeline, minus the cluster

The same pipeline, minus the cluster

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5 min read
A Guardrails Library - reports honestly

A Guardrails Library - reports honestly

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6 min read
What I learned taking over an abandoned Python library (twice-abandoned, actually)

What I learned taking over an abandoned Python library (twice-abandoned, actually)

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4 min read
Mistral Small 3.2 Lands With Sharper Function Calling and a 128K Context Window

Mistral Small 3.2 Lands With Sharper Function Calling and a 128K Context Window

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4 min read
Crypto-shredding does not delete anything from your old backups

Crypto-shredding does not delete anything from your old backups

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5 min read
Run GLM-5.3 Locally: Real Quant Sizes, the llama.cpp Surprise, and the reasoning_effort Trap

Run GLM-5.3 Locally: Real Quant Sizes, the llama.cpp Surprise, and the reasoning_effort Trap

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5 min read
Building Z-RevixDB Without Dependencies: What We Had to Rebuild

Building Z-RevixDB Without Dependencies: What We Had to Rebuild

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5 min read
Why Multi-Agent AI Pipelines Need Incremental Builds

Why Multi-Agent AI Pipelines Need Incremental Builds

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5 min read
Building StudySift Without Third-Party Dependencies

Building StudySift Without Third-Party Dependencies

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6 min read
Managing Multiple GitHub Accounts with GitHub Codespaces Without Constant CLI Context Switching

Managing Multiple GitHub Accounts with GitHub Codespaces Without Constant CLI Context Switching

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6 min read
Reading the results: text, boxes, entities and how they line up

Reading the results: text, boxes, entities and how they line up

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6 min read
onError must return the right shape, or the crash just moves

onError must return the right shape, or the crash just moves

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6 min read
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