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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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Domux: a compact open model for smart-home command understanding at the edge

Domux: a compact open model for smart-home command understanding at the edge

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1 min read
Your coding agent runs a shell on your machine. I audited mine.

Your coding agent runs a shell on your machine. I audited mine.

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5 min read
My Redis library said the write succeeded. Redis was down.

My Redis library said the write succeeded. Redis was down.

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7 min read
LongCat-Video-Avatar 1.5 cuts inference to 8 steps — here's

LongCat-Video-Avatar 1.5 cuts inference to 8 steps — here's

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7 min read
An Agent Harness Is Not a Security Boundary: Reading AgentSmith as a Workflow Layer

An Agent Harness Is Not a Security Boundary: Reading AgentSmith as a Workflow Layer

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2 min read
mtools does not parse MongoDB 4.4+ JSON logs. So I built mdbkit.

mtools does not parse MongoDB 4.4+ JSON logs. So I built mdbkit.

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6 min read
I kept seeing the same prompt-management code in every repo — so I made it a CLI

I kept seeing the same prompt-management code in every repo — so I made it a CLI

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1 min read
I shipped a complete product without writing a single line of code. Here's what that actually looks like.

I shipped a complete product without writing a single line of code. Here's what that actually looks like.

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4 min read
[Python/JS/C#] Block Engine v2.2.0: Run Python, Node.js, Lua & PHP in a single document with zero-config state pipeline

[Python/JS/C#] Block Engine v2.2.0: Run Python, Node.js, Lua & PHP in a single document with zero-config state pipeline

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1 min read
Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

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6 min read
Build an AI Evaluation from a Hugging Face Dataset Without Writing Python

Build an AI Evaluation from a Hugging Face Dataset Without Writing Python

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6 min read
10 Million Free Tokens: A Token-Budget Field Test on a Free Server

10 Million Free Tokens: A Token-Budget Field Test on a Free Server

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4 min read
I built a free, open-source trading bot starter (Next.js)

I built a free, open-source trading bot starter (Next.js)

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2 min read
Week 1: From Idea to Runnable CLI Framework

Week 1: From Idea to Runnable CLI Framework

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4 min read
PyTorch Open-Source Contribution — Fixing a Zero-Dimension Edge Case in `torch.unravel_index`

PyTorch Open-Source Contribution — Fixing a Zero-Dimension Edge Case in `torch.unravel_index`

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3 min read
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