Designing the last gate
Autonomy isn't a switch, it's a dial — and the engineering that matters is what happens while the dial waits for a human. Notes on approval gates, paused ad creative, and checkpoints that survive a restart.
Leggi la notaNote di ingegneria
Note dal cantiere.
Brevi dispacci tecnici scritti mentre costruiamo @Cohenta — grounding, cancelli e rendering senza modelli.
The fastest model is no model
A large share of our highest-quality output — cards, charts, tables, diagrams, decks — renders with no AI model in the loop at all. Here's why deterministic layout engines beat image generation for anything with structure.
Leggi la notaEvery number gets a receipt
Generic AI tools invent statistics with total confidence. Ours can't — every multi-digit number is checked against the source material before an asset moves on, and anything unverified is flagged for a human.
Leggi la nota03 note · pre-lancioLe note arrivano quando i sistemi maturano — nessuna cadenza, nessun riempitivo.
Passo successivo
L'ingegneria, in esecuzione.
Una walkthrough mostra i gate, i manifest e i renderer descritti in queste note — sul tuo materiale.