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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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GSoC 2026 Weekly Update: Week 3 - Navigating Roadblocks

GSoC 2026 Weekly Update: Week 3 - Navigating Roadblocks

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2 min read
AI Is Too Good at Coding - So I Built Something to Keep the Why (and Make It Scale)

AI Is Too Good at Coding - So I Built Something to Keep the Why (and Make It Scale)

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6 min read
Taking my GitHub Stats MCP Server to the Cloud 🚀☁️

Taking my GitHub Stats MCP Server to the Cloud 🚀☁️

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7 min read
you can run my soc triage tool without an api key, and that was kind of the point

you can run my soc triage tool without an api key, and that was kind of the point

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4 min read
AI Pair Programming in Your Terminal with Aider and Ollama

AI Pair Programming in Your Terminal with Aider and Ollama

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2 min read
Introduction to Git

Introduction to Git

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5 min read
Give Your Local AI Tool-Calling Superpowers with Open WebUI and MCP

Give Your Local AI Tool-Calling Superpowers with Open WebUI and MCP

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2 min read
Build a Private Voice Assistant with Whisper, Ollama, and Kokoro TTS

Build a Private Voice Assistant with Whisper, Ollama, and Kokoro TTS

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2 min read
Show HN: I replaced database deadlock victim selection with an LLM — here's the data

Show HN: I replaced database deadlock victim selection with an LLM — here's the data

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4 min read
I Built Calcify — All Calculators in One Place

I Built Calcify — All Calculators in One Place

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1 min read
Hillock: A brain-inspired, CPU-bound memory gate for local LLMs

Hillock: A brain-inspired, CPU-bound memory gate for local LLMs

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2 min read
AR4 Mark 5: This Open-Source 6-Axis Robot Arm Is Finally Done

AR4 Mark 5: This Open-Source 6-Axis Robot Arm Is Finally Done

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2 min read
Does Quantization Break Tool-Calling? I Measured It on a 4GB Laptop GPU (BFCL, 3 Seeds, Bootstrap 95% CI)

Model family outperforms size as a predictor

Does Quantization Break Tool-Calling? I Measured It on a 4GB Laptop GPU (BFCL, 3 Seeds, Bootstrap 95% CI)

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4 min read
Introducing Tribulnation Catalogue: One ID for Every Asset, Everywhere

Introducing Tribulnation Catalogue: One ID for Every Asset, Everywhere

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3 min read
Why I'm building a Form spree alternative (and what $27-forever gets you)

Why I'm building a Form spree alternative (and what $27-forever gets you)

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2 min read
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