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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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NVIDIA’s new model on SageMaker, a CLI for AI pipelines, UK AI rules, and a worm threat

NVIDIA’s new model on SageMaker, a CLI for AI pipelines, UK AI rules, and a worm threat

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2 min read
Fine-tuned 7B LLM as a broke student. And Can't even use it 😭.

Fine-tuned 7B LLM as a broke student. And Can't even use it 😭.

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2 min read
The repo that became its own good-first-issue

The repo that became its own good-first-issue

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3 min read
Five Validation Rules for a Wholesale Toy Product Feed

Five Validation Rules for a Wholesale Toy Product Feed

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3 min read
Forget the $5,000 Bootcamp: The Definitive, Open-Source AI & Data Engineering Syllabus for 2026

Forget the $5,000 Bootcamp: The Definitive, Open-Source AI & Data Engineering Syllabus for 2026

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4 min read
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
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
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