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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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A Fast Alternative to Pylint R0801

A Fast Alternative to Pylint R0801

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6 min read
The Restart That Ate the Refactor: A Cold-Start Postmortem for Coding Agents

The Restart That Ate the Refactor: A Cold-Start Postmortem for Coding Agents

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5 min read
I built StarBack — discover projects from people who star your GitHub repo

I built StarBack — discover projects from people who star your GitHub repo

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2 min read
I built a free tool to help people choose a local AI model that fits their computer

I built a free tool to help people choose a local AI model that fits their computer

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2 min read
I Built an Open-Source Toolkit for AI Watermark & Provenance Forensics

I Built an Open-Source Toolkit for AI Watermark & Provenance Forensics

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3 min read
We benchmarked a security detector against 500k lines of Go. It found a real bug.

We benchmarked a security detector against 500k lines of Go. It found a real bug.

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3 min read
My local AI agent's web UI just grew up

My local AI agent's web UI just grew up

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2 min read
The Issue Digest Bot: A MonkeyCode Free-Tier Case Study

The Issue Digest Bot: A MonkeyCode Free-Tier Case Study

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5 min read
Token Forensics: A Self-Hosted Observatory for Every Model Call

Token Forensics: A Self-Hosted Observatory for Every Model Call

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5 min read
38.5 million domains on a 2 GB droplet: the honest story of building an open search engine

38.5 million domains on a 2 GB droplet: the honest story of building an open search engine

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4 min read
From Prompt to Live Endpoint on Free Tiers

From Prompt to Live Endpoint on Free Tiers

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4 min read
Green Tests Can Still Be Dead Tests: Auditing Agent-Generated Suites

Green Tests Can Still Be Dead Tests: Auditing Agent-Generated Suites

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5 min read
MonkeyCode's Free Tier vs. Self-Hosting: A Decision Matrix and Probe Script

MonkeyCode's Free Tier vs. Self-Hosting: A Decision Matrix and Probe Script

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5 min read
The Machine That Rejects Its Own Work

The Machine That Rejects Its Own Work

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2 min read
I Built an Open-Source QA Agent Because AI Shouldn’t Grade Its Own Homework

I Built an Open-Source QA Agent Because AI Shouldn’t Grade Its Own Homework

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5 min read
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