Writing

Notes on the build

Field notes on the apps I build and the technology behind them: AI pipelines, mobile, cloud infrastructure, and the engineering decisions in between.

AI · Architecture · Marina Method

The model proposes, deterministic code disposes

Why I treat large language models as a proposal engine and never as the final authority, and how that one rule shapes every app I ship.

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