bernstein
https://github.com/sipyourdrink-ltd/bernstein
Python
Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.
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- Issues
- govern apply: the same diff applied twice is a recorded no-op, proven by a run-twice test
- secrets: a HashiCorp Vault reference backend for the broker contract, leases included
- identity: a stolen token is a usable token — bind it to a proof of possession
- models: an installation has no record of which models it is permitted to use, and no way to prove what was permitted last month
- govern discover: report agent runtimes, MCP servers and endpoints that no playbook declares
- Docs: deliverable-agnostic quickstart built on .bernstein/scenarios
- feat(security): verify a rendered run plan against the signed journal chain
- feat(quality): gate the first side-effecting task on whole-plan approval
- govern: ingest adapter for graph-shaped agent runtimes (LangGraph)
- govern: ingest adapter for role-and-crew agent runtimes, mapping handoffs to delegation receipts
- Docs
- Python not yet supported