Bernstein Open-Source Deterministic Governance Layer for AI Agents
October 29, 2026
Bernstein provides a deterministic Python scheduler that runs AI agents in parallel without a model in the coordination loop. It enforces policy-as-code and produces signed lineage receipts for verifiable, byte-identical replays of agent execution.
HOW THIS AFFECTS YOU
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builderYou can ensure deterministic agent behavior and audit execution traces using a Python-based scheduler.
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policyYou can enforce verifiable compliance through signed lineage receipts and policy-as-code execution.