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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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Heuristic vs Semantic Eval: When <1ms Matters More Than LLM-as-Judge

Heuristic vs Semantic Eval: When <1ms Matters More Than LLM-as-Judge

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7 min read
I built DocsRAG — because reading docs during coding is still painful

I built DocsRAG — because reading docs during coding is still painful

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2 min read
Finding Blocking Code in Async Rust Without Changing a Single Line

Finding Blocking Code in Async Rust Without Changing a Single Line

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6 min read
Tired of staring at GitHub Copilot? I built an extension to ping my smart watch when it's done

Tired of staring at GitHub Copilot? I built an extension to ping my smart watch when it's done

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2 min read
Cleaning Cinema Titles Before You Can Even Search

Cleaning Cinema Titles Before You Can Even Search

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6 min read
The Architecture Wars Are Back: Mamba-3 Challenges Transformers While Nvidia Fights to Keep Them Alive

The Architecture Wars Are Back: Mamba-3 Challenges Transformers While Nvidia Fights to Keep Them Alive

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6 min read
AMD ROCm on Consumer GPUs: The Open-Source CUDA Alternative That Actually Works Now [2026 Guide]

AMD ROCm on Consumer GPUs: The Open-Source CUDA Alternative That Actually Works Now [2026 Guide]

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7 min read
Making a Local LLM MCP Server Deterministic: Model Routing, Think-Block Stripping, and the Problems Nobody Warns You About

Making a Local LLM MCP Server Deterministic: Model Routing, Think-Block Stripping, and the Problems Nobody Warns You About

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10 min read
5 AI Agent Memory Systems Compared: Mem0, Zep, Letta, Supermemory, SuperLocalMemory (2026 Benchmark Data)

5 AI Agent Memory Systems Compared: Mem0, Zep, Letta, Supermemory, SuperLocalMemory (2026 Benchmark Data)

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3 min read
🕵️‍♂️ I Built a Privacy-First PDF Toolkit Because Most “Free” Tools Are Sketchy

🕵️‍♂️ I Built a Privacy-First PDF Toolkit Because Most “Free” Tools Are Sketchy

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3 min read
Your Fork Will Outlive Your Patience. A Systems Thinking Post-Mortem.

Your Fork Will Outlive Your Patience. A Systems Thinking Post-Mortem.

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6 min read
Jarvis — self-hosted AI butler on Discord (Claude-powered)

Jarvis — self-hosted AI butler on Discord (Claude-powered)

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2 min read
apple-mail: an agent skill that gives AI assistants full control over macOS Mail.app

apple-mail: an agent skill that gives AI assistants full control over macOS Mail.app

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2 min read
Beyond Connection: The Case for Economic Governance in MCP

Beyond Connection: The Case for Economic Governance in MCP

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5 min read
I Over-Engineered My First Project: Bridging TypeScript and Zig with Bun! 🚀

I Over-Engineered My First Project: Bridging TypeScript and Zig with Bun! 🚀

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4 min read
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