Small Models, Sharp Jobs
Small models get interesting when the assignment is narrow enough to grade and useful enough to repeat.
4 min read
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Lessons from the Terminal
Weekly teardowns of infrastructure decisions.
No growth hacks. No "10x your productivity." Just what I built, what broke, and what I learned.
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Local Models Are Not About Being Offline
The real appeal of local models is not the airplane-mode demo. It is cheap, private, repeatable work close to the source.
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Fine-Tuning LLMs on Apple Silicon: Lessons from Production
Three crashes, two NaN catastrophes, and one breakthrough: fine-tuning a 33B model on Mac Studio to learn my coding patterns. Real configs, real mistakes, real lessons.
3 min read
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