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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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The Sandwich Test: How I Check If A Dev-Tool Idea Is Actually Winnable Before I Build It

The Sandwich Test: How I Check If A Dev-Tool Idea Is Actually Winnable Before I Build It

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5 min read
The agent didn't fail. It was just told too much, too soon.

The agent didn't fail. It was just told too much, too soon.

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8 min read
Capabilities, permissions, and approval gates in AI developer teams

Capabilities, permissions, and approval gates in AI developer teams

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5 min read
The MCP Release Candidate Survival Guide: Apps, Auth, Deprecations, and Tool Schemas

The MCP Release Candidate Survival Guide: Apps, Auth, Deprecations, and Tool Schemas

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4 min read
Claude Sonnet 5: What "Most Agentic" Actually Means in Practice

Claude Sonnet 5: What "Most Agentic" Actually Means in Practice

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5 min read
How to Get Your First Linux Kernel Patch Accepted

How to Get Your First Linux Kernel Patch Accepted

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8 min read
"Dispatch: the kill-criteria date is July 3 — here's the exact decision tree I'm running"

"Dispatch: the kill-criteria date is July 3 — here's the exact decision tree I'm running"

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3 min read
I let my AI agents rewrite their own prompts. The hard part was stopping them from getting worse.

I let my AI agents rewrite their own prompts. The hard part was stopping them from getting worse.

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5 min read
AI Made Code Free. So Why Are the Giants Still Winning? (And where solo devs actually beat them)

AI Made Code Free. So Why Are the Giants Still Winning? (And where solo devs actually beat them)

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7 min read
Your Git History Already Knows Which Code Is AI-Written. Your CI Should Too.

Your Git History Already Knows Which Code Is AI-Written. Your CI Should Too.

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5 min read
Why Traditional LLM Audits Are Partially Useless — Logit-Level Security Is the Fix

Why Traditional LLM Audits Are Partially Useless — Logit-Level Security Is the Fix

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3 min read
683 Test Files Later: How We Validate AI Agent Wallet Infrastructure

683 Test Files Later: How We Validate AI Agent Wallet Infrastructure

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7 min read
Why RAG Pipelines Fail on East African Documents — and What I Built to Fix It

Why RAG Pipelines Fail on East African Documents — and What I Built to Fix It

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6 min read
From Old Labels to v1.0: A Fix in Vibe-Coding-Universal's Comparison Tables

From Old Labels to v1.0: A Fix in Vibe-Coding-Universal's Comparison Tables

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3 min read
GlintCode: A Beginner-Friendly Language That Runs in the Browser

GlintCode: A Beginner-Friendly Language That Runs in the Browser

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1 min read
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