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
- compliance: control registry — every suite declares the control ids it measures; unmapped suites fail the build
- eval epic: governance-property suites — measure what the layer itself guarantees
- eval epic: agentic-risk suites — authority, drift, tool surface, collusion
- eval: collusion probes — two changes that pass alone and violate an invariant together
- approval: a denial is terminal with no authorised release, and the only reachable halt names nobody
- graduation: an oversight stage advances on mutable counters, and promotion to autonomous is attributed to a default string
- agents: nothing describes one agent's conduct across runs, so a period of supervision cannot be handed to anyone
- delegation: removing the final receipt leaves a shorter chain that still verifies
- identity: bridge agent principals to Okta and Microsoft Entra ID groups, with no vendor SDK in core
- identity: tenant_id defaults to "default", so a record can be written with no tenant and still verify
- Docs
- Python not yet supported