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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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An MCP server where a tool call can sit for 55 seconds and spend your money

An MCP server where a tool call can sit for 55 seconds and spend your money

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6 min read
Why AI Coding Agents Silently Break Full-Stack Apps (And How We Solved It in 0.75ms)

Why AI Coding Agents Silently Break Full-Stack Apps (And How We Solved It in 0.75ms)

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2 min read
AI Agents Just Crossed an Uncomfortable Line

AI Agents Just Crossed an Uncomfortable Line

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2 min read
Kryptic: A Local-First AI Engineering Agent That Verifies Before It Claims Success

Kryptic: A Local-First AI Engineering Agent That Verifies Before It Claims Success

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2 min read
Stop Paying Zapier: How to Self-Host n8n on Docker for Unlimited Automations

Stop Paying Zapier: How to Self-Host n8n on Docker for Unlimited Automations

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2 min read
Reproducible Evaluation Harness for New Model Releases: MiniMax H3

Reproducible Evaluation Harness for New Model Releases: MiniMax H3

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5 min read
The Most Useful Result in My AI Research Was the One That Failed

The Most Useful Result in My AI Research Was the One That Failed

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4 min read
DeepSeek Harness Is Open Source: Everything Is a Plugin

DeepSeek Harness Is Open Source: Everything Is a Plugin

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8 min read
Don’t Let the Minimax H3 Buzz Make the Decision for You: Test It on a Free Server First

Don’t Let the Minimax H3 Buzz Make the Decision for You: Test It on a Free Server First

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4 min read
When a New Model Like MiniMax H3 Drops, Don't Measure Vibes—Measure Regressions

When a New Model Like MiniMax H3 Drops, Don't Measure Vibes—Measure Regressions

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4 min read
I built langctl — stop wasting 2 days on agent project scaffolding

I built langctl — stop wasting 2 days on agent project scaffolding

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2 min read
A Free, Reproducible Way to Vet the MiniMax H3 Hype (No Credit Card Required)

A Free, Reproducible Way to Vet the MiniMax H3 Hype (No Credit Card Required)

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4 min read
Before You Adopt MiniMax H3, Run a Twenty-Minute Model Audit

Before You Adopt MiniMax H3, Run a Twenty-Minute Model Audit

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3 min read
A Release-Day Gate for New LLM Releases

A Release-Day Gate for New LLM Releases

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2 min read
A Clean-Room Evaluation Loop for a Newly Released Model Like Minimax H3

A Clean-Room Evaluation Loop for a Newly Released Model Like Minimax H3

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4 min read
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