Architecture
Deep Dives
The engineering decisions behind the engine. These are not how-to guides — they explain why Ozigi is built the way it is, in enough detail to argue with. Read in order or jump to the one you care about.
01
Multimodal Ingestion
How the Context Engine extracts narrative from unstructured dumps, URLs, and PDFs.
02
The Banned Lexicon
Curing 'AI-Speak' by enforcing aggressive, API-level token restrictions.
03
System Personas
Why we abandon standard prompting in favor of strict Editorial Briefs.
04
Human-in-the-Loop
The automation fallacy and the 90/10 rule of collaborative content engineering.
05
The Structural Audit
Catching the AI tells a word list can't reach — cadence, repetition, broken code, and content aimed at the wrong reader.