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description: Overview
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<!-- AUTO-GENERATED by `bernstein agents-md sync` - DO NOT edit by hand. Source: AGENTS.md. -->

Bernstein is the open-source governance layer for AI agents. A deterministic scheduler - no model in the coordination loop - runs agents in parallel, gates what they produce, and records every step, so a run can be verified after the fact, offline, from the artifacts alone. CLI coding agents work out of the box (Claude Code, Codex, Gemini CLI, and 40+ more), and the same layer governs any agent workload: the deliverable can be a diff, a research report, a dataset, or an audit evidence pack. Air-gap install profile included. Apache-2.0.
