Lessons from the Terminal

Twice-weekly field notes on infrastructure, AI, and systems.

What I built, what broke, and the evidence that changed the next decision.

Dec 2025 AI

Why I Run AI Models on My Own Hardware

I've been running large language models locally for a few months now, and honestly? I'm not going back to API-only workflows. The Cost Math Cloud

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