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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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ORVIX, Open-source Self-Organizing AI Engineering Company

From a Google Gemini Challenge winner

ORVIX, Open-source Self-Organizing AI Engineering Company

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2 min read
The expensive part of selective doc fetching isn't the files — it's the commits

The expensive part of selective doc fetching isn't the files — it's the commits

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4 min read
Match the silence.

Match the silence.

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5 min read
Gate your LLM app in CI: prompt regression testing + agent trace policies with llm-canary

Gate your LLM app in CI: prompt regression testing + agent trace policies with llm-canary

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3 min read
AI Agents Cheat on Pull Requests. I Mined 327 of Them to Prove It.

AI Agents Cheat on Pull Requests. I Mined 327 of Them to Prove It.

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5 min read
Building a Self-Hosted Photo Organizer with Face Recognition (Laravel + FastAPI + InsightFace)

Building a Self-Hosted Photo Organizer with Face Recognition (Laravel + FastAPI + InsightFace)

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4 min read
What Is an Array, Really? I'm Writing a Book to Find Out

What Is an Array, Really? I'm Writing a Book to Find Out

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4 min read
I was fine-tuning a language model on a new language. The loss was perfect. It spoke Chinese.

I was fine-tuning a language model on a new language. The loss was perfect. It spoke Chinese.

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3 min read
"Supports custom code" means nothing. Here's the 3-level ruler that tells you if a low-code platform will lock you in.

"Supports custom code" means nothing. Here's the 3-level ruler that tells you if a low-code platform will lock you in.

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2 min read
How to Take Your MCP Server from Grade C to Grade B

How to Take Your MCP Server from Grade C to Grade B

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3 min read
If the Shai-Hulud worm reached your GitHub repos, please read this

If the Shai-Hulud worm reached your GitHub repos, please read this

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6 min read
Static site search for Astro in 2026: why I picked Pagefind over Algolia and Lunr

Static site search for Astro in 2026: why I picked Pagefind over Algolia and Lunr

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4 min read
Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

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7 min read
How I ended up contributing five ways to shape an LLM's output

How I ended up contributing five ways to shape an LLM's output

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4 min read
The Cheapest Way to Self-Host Excalidraw in 2026

The Cheapest Way to Self-Host Excalidraw in 2026

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7 min read
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