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Research

Credo: Declarative Control of LLM Pipelines via Beliefs and Policies

Credo shifts LLM application development from imperative code to declarative belief-and-policy specifications, enabling safer and more auditable constraint enforcement across pipeline stages.

Friday, April 17, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

Credo is a declarative framework for controlling LLM pipelines through beliefs and policies rather than imperative code. The approach enables developers to specify constraints and behaviors for language model applications in a structured, declarative manner. It aims to improve controllability and predictability of LLM systems.

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