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Published August 31, 2026 | Version v3.19.0

Bernstein: a deterministic, open-source governance layer for AI agents

Authors/Creators

  • 1. independent

Description

Bernstein is a deterministic orchestrator that runs a crew of CLI coding agents (Claude Code, Codex, Gemini CLI, and 40+ more) against a single goal in per-task git worktrees. There is no model in the coordination loop, so replay of yesterday's plan reproduces yesterday's task graph byte-identically. Every step carries signed lineage, and an opt-in HMAC-SHA256 audit chain covers every scheduling decision. Verification splits by key material: the Ed25519 signature legs and the Merkle seal check from the on-disk artefacts alone, while replaying the HMAC chain needs the install's audit key.

Notes

If you use Bernstein in academic or industry work, please cite it using the metadata below.

Files

sipyourdrink-ltd/bernstein-v3.19.0.zip

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