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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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An Autonomous Engine That Catalogs Its Own Failures

An Autonomous Engine That Catalogs Its Own Failures

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3 min read
I Played GitHub's AI Agent Security Game. Here's What Every Level Teaches About Credential Isolation.

I Played GitHub's AI Agent Security Game. Here's What Every Level Teaches About Credential Isolation.

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7 min read
I Built an AI-Native Webhook Inspector & Relay in 6 Weeks — Here’s What I Learned

I Built an AI-Native Webhook Inspector & Relay in 6 Weeks — Here’s What I Learned

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4 min read
Reviewable Memory Consolidation for Local AI Agents

Reviewable Memory Consolidation for Local AI Agents

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4 min read
I tried every Node.js antivirus library. Here's what I found.

I tried every Node.js antivirus library. Here's what I found.

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4 min read
🌱One Commit at a Time -- My Open Source Journey

🌱One Commit at a Time -- My Open Source Journey

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4 min read
Why AI Governance Committees Fail — And What to Do Instead

Why AI Governance Committees Fail — And What to Do Instead

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4 min read
Give every Claude Code agent a shared, growing memory with one hook

Give every Claude Code agent a shared, growing memory with one hook

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2 min read
Pressure Testing Ota on n8n: A Closed PR That Still Proved the Point

Pressure Testing Ota on n8n: A Closed PR That Still Proved the Point

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2 min read
Building Production-Ready Open Source AI Infrastructure: A Technical Guide

Building Production-Ready Open Source AI Infrastructure: A Technical Guide

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7 min read
I built a workflow-aware verification layer for AI coding agents — open source, MCP-native

I built a workflow-aware verification layer for AI coding agents — open source, MCP-native

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5 min read
I built a local-first dashboard for everything Claude Code does on my machine

I built a local-first dashboard for everything Claude Code does on my machine

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8 min read
Grounded Calibration vs Self-Assessment: Why Your AI's Confidence Score Is Lying

Grounded Calibration vs Self-Assessment: Why Your AI's Confidence Score Is Lying

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5 min read
First Prune: Celebrate One Year of Pruna OSS

First Prune: Celebrate One Year of Pruna OSS

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4 min read
Healthcare Systems Aren’t Broken. They’re Fragmented.

Healthcare Systems Aren’t Broken. They’re Fragmented.

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3 min read
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