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arXiv10h ago
5.5

Credo: Declarative Control of LLM Pipelines via Beliefs and Policies

Duo Lu, Andrew Crotty, U\u{g}ur \c{C}etintemel

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Analysis

Viral velocity
low
Implementation gapYES
Novelty8/10
Categorypaper
Topics
agentsdeclarativereasoning

Opportunity Brief

Build a declarative framework for agentic pipelines where state is defined by beliefs and policies rather than imperative code. This makes agent behavior predictable and auditable.

Suggested repo: credo-agent

"Stop writing imperative spaghetti agents: Use declarative beliefs and policies."

Estimated effort: 70h