PRISM
PRISM — Predictable Reasoning In Steered Models. The engine that separates language from logic so AI agents stay fast, predictable, and on-script.
How the Form Is Presented to the LLM
This page records why Booker4j presents a form to the form-filling LLM the way it does. We do not hand the model the raw YAML form. Instead the engine transforms the YAML into two purpose-built text representations — a flat schema (injected once) and a compact state (refreshed every turn) — and the model fetches per-field detail on demand.
Confirmation, Profiles & Agent Architecture
This page records the theory and research behind two related engineering decisions in Booker4j:
References
The full, annotated bibliography behind How the Form Is Presented to the LLM and Confirmation, Profiles & Agent Architecture. Grouped by the design decision each source supports. Anchors are linked from the rationale pages.