Engineering-Notizen

Notizen aus dem Aufbau.

Kurze technische Berichte, geschrieben während wir @Cohenta bauen — Grounding, Tore und Rendering ohne Modelle.

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.

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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.

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Every 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.

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03 Notizen · vor dem LaunchNeue Beiträge erscheinen, wenn Systeme reifen — kein Rhythmus, kein Füllmaterial.

Nächster Schritt

Das Engineering in Aktion sehen.

Ein Walkthrough zeigt die Gates, Manifeste und Renderer, die diese Beiträge beschreiben — an Ihrem Material.

Walkthrough anfragenSo funktioniert es