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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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The Budget Is Part of the Answer: A Bootcamp Lab on Grading Agent Runs on a Free Tier

The Budget Is Part of the Answer: A Bootcamp Lab on Grading Agent Runs on a Free Tier

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6 min read
Who Holds #1 on Every Hugging Face Official Benchmark? A Live Index

Who Holds #1 on Every Hugging Face Official Benchmark? A Live Index

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2 min read
48-Hour Field Notes: Same Log, Five Answers

48-Hour Field Notes: Same Log, Five Answers

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5 min read
A Free Model Allowance Is Not an Architecture

A Free Model Allowance Is Not an Architecture

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5 min read
Write the Fallback Path Before You Choose Free Model Access

Write the Fallback Path Before You Choose Free Model Access

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6 min read
Postmortem: An Empty Log File Passed the Release Gate

Postmortem: An Empty Log File Passed the Release Gate

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5 min read
Case Study: A Golden-Set Gate That Lets a Free Model Tier Serve One Boring CI Job

Case Study: A Golden-Set Gate That Lets a Free Model Tier Serve One Boring CI Job

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6 min read
Routing Agent Jobs Across Free Tiers: A Glossary, a Decision Tree, and Four Worked Leaves

Routing Agent Jobs Across Free Tiers: A Glossary, a Decision Tree, and Four Worked Leaves

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8 min read
vLLM vs. Ollama vs. llama.cpp: The Definitive LLM Inference Engine Guide

vLLM vs. Ollama vs. llama.cpp: The Definitive LLM Inference Engine Guide

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8 min read
I Split My A-Share Signal Study Into 6 Time Halves. The Top-Return Pattern Held in 4 of Them - a "Stay Out" Signal Went 6 for 6

I Split My A-Share Signal Study Into 6 Time Halves. The Top-Return Pattern Held in 4 of Them - a "Stay Out" Signal Went 6 for 6

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6 min read
dbt Core v2.0 Goes Apache 2.0: What Data Engineers Should Know

dbt Core v2.0 Goes Apache 2.0: What Data Engineers Should Know

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8 min read
Local Route Launcher: app-specific launch settings for macOS

Local Route Launcher: app-specific launch settings for macOS

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2 min read
Diagram Design: A Claude Code Skill for Editorial Diagrams

Diagram Design: A Claude Code Skill for Editorial Diagrams

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13 min read
How to Build a Free Local AI Assistant with OpenClaw and DeepSeek

How to Build a Free Local AI Assistant with OpenClaw and DeepSeek

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9 min read
From One Prompt to an Editable 3D Scene: We Open-Sourced a Local-First Agent Workflow

From One Prompt to an Editable 3D Scene: We Open-Sourced a Local-First Agent Workflow

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6 min read
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