Credo: Declarative Control of LLM Pipelines via Beliefs and Policies

Credo introduces a novel framework for declaratively controlling LLM pipelines, representing semantic state as beliefs and regulating behavior through policies. This design aims to enhance the adaptability, auditability, and composability of agentic AI systems by moving away from brittle imperative control loops.