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
- A straggler holds the whole run: hedge the task into a second worktree and adjudicate the winner from the journal
- Sandbox capability is declared, never measured: mint a signed isolation attestation the selector must resolve against
- Worktree divergence is only discovered at merge-back: probe live branch pairs and anchor each simulated merge as a recomputable tree id
- Replanning restarts the run: derive the task graph as a deterministic projection of the audit chain
- Typing slice: annotate src/bernstein/core/routes/ (part of the mypy backlog)
- Parallel admission guesses instead of reading the code: prove worktree disjointness from a content-addressed code graph
- ISO/IEC 42001 is the one framework our compliance packs do not map: derive per-control evidence from the chain
- Typing slice: annotate src/bernstein/tui/ (part of the mypy backlog)
- Adapter conformance canary skip streak: droid
- Add a Kimchi CLI adapter driven over the ACP event channel
- Docs
- Python not yet supported