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Open Source

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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Prompt Compression Benchmarker: Cut LLM Input Costs by 35–63% With Measurable Quality Tracking
Cover image for Prompt Compression Benchmarker: Cut LLM Input Costs by 35–63% With Measurable Quality Tracking

Prompt Compression Benchmarker: Cut LLM Input Costs by 35–63% With Measurable Quality Tracking

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10 min read
Daemon that "Dreams" about your codebase so your AI agents stop hallucinating and save tokens

Daemon that "Dreams" about your codebase so your AI agents stop hallucinating and save tokens

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2 min read
Flashing the Lily58 R2G with QMK

Flashing the Lily58 R2G with QMK

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2 min read
How I Built an OCR-Based Defense Against Prompt Injection for Local LLM Search

How I Built an OCR-Based Defense Against Prompt Injection for Local LLM Search

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3 min read
I Got Tired of Flashing My Pico Manually, So I Built a GUI
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I Got Tired of Flashing My Pico Manually, So I Built a GUI

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3 min read
I spent $13,631 on Claude Code in 6 months. Here's exactly where it went.

I spent $13,631 on Claude Code in 6 months. Here's exactly where it went.

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3 min read
Contributing to a Browser Used by Millions - A personal experience
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Contributing to a Browser Used by Millions - A personal experience

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4 min read
I Built a Browser App Store That Fetches GitHub Releases
Cover image for I Built a Browser App Store That Fetches GitHub Releases

I Built a Browser App Store That Fetches GitHub Releases

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1 min read
How to Run GLM 4.7 Flash Locally with Ollama — 30B Quality at 3B Speed

How to Run GLM 4.7 Flash Locally with Ollama — 30B Quality at 3B Speed

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3 min read
Entity mapping in depth: attributes, types, and nullable fields

Entity mapping in depth: attributes, types, and nullable fields

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3 min read
Linux Basics That Actually Matter (Files, Editing & Permissions)

Linux Basics That Actually Matter (Files, Editing & Permissions)

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2 min read
AI Doesn’t Have a Knowledge Problem. It Has a Memory Problem.
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AI Doesn’t Have a Knowledge Problem. It Has a Memory Problem.

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4 min read
I built a TCP networking library in Python at 14 : and v1.6.2 just hit 110k msg/s with zero dependencies

I built a TCP networking library in Python at 14 : and v1.6.2 just hit 110k msg/s with zero dependencies

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3 min read
How We Built a Free Voice Cloning Tool That Supports 646 Languages

How We Built a Free Voice Cloning Tool That Supports 646 Languages

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2 min read
Challenge 1: The Learning Curve Feels Endless (and Unclear)
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Challenge 1: The Learning Curve Feels Endless (and Unclear)

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3 min read
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