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This article explains how to safely automate Terraform auto-apply using conftest, a policy-as-code tool based on Open Policy Agent, by evaluating Terraform plans deterministically with Rego policies to eliminate human review bottlenecks while maintaining auditability.
This paper reformulates hospital mechanism design as program synthesis for language models, using a multi-agent simulator (Medi-Sim) to evaluate policy rules under strategic provider responses. It demonstrates pressure migration across provider channels and synthesizes an inspectable mixed-objective program that reduces up-coding and rejection while retaining funds.
This paper presents CUGA's policy system, a modular policy-as-code layer that enforces governance at multiple checkpoints in LLM agent execution, enabling predictable and auditable behavior without model fine-tuning.