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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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Run Amazon Bedrock locally, with real completions from Ollama

Run Amazon Bedrock locally, with real completions from Ollama

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2 min read
I benchmarked Python AI-app security scanners. Here's what each catches.

I benchmarked Python AI-app security scanners. Here's what each catches.

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3 min read
Gemma 4 makes on-device multimodal AI good enough to ship

Gemma 4 makes on-device multimodal AI good enough to ship

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4 min read
trelix v1.0 to v2.7: When "It Works" Meets "It Scales"

trelix v1.0 to v2.7: When "It Works" Meets "It Scales"

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9 min read
VICHAAR - Giving a Digital Voice to the People of India

VICHAAR - Giving a Digital Voice to the People of India

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2 min read
Maybe Coding Agents Don't Need a Bigger Memory. Maybe They Need Continuity.

Maybe Coding Agents Don't Need a Bigger Memory. Maybe They Need Continuity.

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13 min read
Stop Writing MR/PR Descriptions Manually — Let AI Do It From Your Git Diff

Stop Writing MR/PR Descriptions Manually — Let AI Do It From Your Git Diff

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3 min read
How I added real-time Slack alerts to an open-source LLM gateway in one day

How I added real-time Slack alerts to an open-source LLM gateway in one day

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1 min read
Every WordPress Error Page Beyond 404 Is Broken. I Built a Plugin to Fix Them.

Every WordPress Error Page Beyond 404 Is Broken. I Built a Plugin to Fix Them.

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7 min read
Why Every AI Agent Eventually Becomes an Operating System

Why Every AI Agent Eventually Becomes an Operating System

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3 min read
Why Your AI Assistant Needs a Dumb Pre-Pass

Why Your AI Assistant Needs a Dumb Pre-Pass

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4 min read
Basic Stereo Algorithms (Evolution)

Basic Stereo Algorithms (Evolution)

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1 min read
I claimed an auth bypass in a Next.js LLM proxy. The maintainer refuted in 3 hours with code. I conceded. He closed it cleanly.

I claimed an auth bypass in a Next.js LLM proxy. The maintainer refuted in 3 hours with code. I conceded. He closed it cleanly.

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6 min read
Let Us Be Free

Let Us Be Free

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3 min read
I built 700+ free calculators — here's what I learned about formula accuracy, SEO, and why most calculator sites get it wrong

I built 700+ free calculators — here's what I learned about formula accuracy, SEO, and why most calculator sites get it wrong

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2 min read
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