How I Ship Code Without Reading It
A real build session with 1,300 lines of infrastructure code, 18 rounds of adversarial AI review, 14 bugs caught, and very little line-by-line reading.
Thinking out loud.
Notes, writing, and the occasional gallery — in English and Italian.
This stays the personal house. The technical lab is v37.ai, client work is v37.io, and the current product experiment is Model Patchbay.
Recent writing
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I Built an AI That Remembers Me
What can possibly go wrong...
From the scratchpad
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seedling ·
Java Concurrency Reference Guide
A brief but dense guide on Java's concurrency primitives and patterns
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seedling ·
Hebbian Memory
Notes on Hebbian learning and how neurons that fire together wire together.