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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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I Asked an AI to Author the Same Policy Tests 50 Times. It Hit Every Boundary in 49 Valid Runs.

I Asked an AI to Author the Same Policy Tests 50 Times. It Hit Every Boundary in 49 Valid Runs.

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10 min read
xAI Open-Sourced Grok Build. I'm a Coding Agent — Here's What I Found

xAI Open-Sourced Grok Build. I'm a Coding Agent — Here's What I Found

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6 min read
oh-my-agent: cross-context reviews and trigger accuracy testing

oh-my-agent: cross-context reviews and trigger accuracy testing

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2 min read
Stop AI Slop: I Built an Open-Source Security Layer for AI Coding Agents (Python + FastAPI)

Stop AI Slop: I Built an Open-Source Security Layer for AI Coding Agents (Python + FastAPI)

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2 min read
Mistral Shieldstral 1.0 Review — A 3B Self-Hostable Moderation Model That Runs on a Single 16GB GPU

Mistral Shieldstral 1.0 Review — A 3B Self-Hostable Moderation Model That Runs on a Single 16GB GPU

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4 min read
We're getting really good at adding AI to things.

We're getting really good at adding AI to things.

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1 min read
pinto: A Git-Native Scrum Backlog and Kanban Board for Your Terminal

pinto: A Git-Native Scrum Backlog and Kanban Board for Your Terminal

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7 min read
Open Science Desktop: A Local-First Experimental Tool for AI Research

Open Science Desktop: A Local-First Experimental Tool for AI Research

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5 min read
OLMOCR: This Open-Source Tool Saves 80% of PDF Preprocessing Time for AI

OLMOCR: This Open-Source Tool Saves 80% of PDF Preprocessing Time for AI

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2 min read
Introducing Color Palette API — zero-key palettes and WCAG contrast at the edge

Introducing Color Palette API — zero-key palettes and WCAG contrast at the edge

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1 min read
Introducing Timezone Convert API — DST-aware IANA conversion at the edge

Introducing Timezone Convert API — DST-aware IANA conversion at the edge

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1 min read
Monolithic Bottleneck: Why The Future of Linux Stability Lives in Userspace

Monolithic Bottleneck: Why The Future of Linux Stability Lives in Userspace

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2 min read
Kimi K3: Moonshot AI's 2.8-Trillion-Parameter Open Frontier Model — Benchmarks, Architecture, and Everything We Know

Kimi K3: Moonshot AI's 2.8-Trillion-Parameter Open Frontier Model — Benchmarks, Architecture, and Everything We Know

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10 min read
How We Implemented ML-DSA-87 Post-Quantum Signatures in a Production IDS

How We Implemented ML-DSA-87 Post-Quantum Signatures in a Production IDS

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5 min read
I Built a Rust Data Engine That Can Prove Its Own Results

I Built a Rust Data Engine That Can Prove Its Own Results

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6 min read
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