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: CoSAI Secure-by-Design control map as an evidence-pack standard (--standard cosai) and mapping page
- tests: the 2 GB RLIMIT_AS guard also caps the pytest-xdist controller, killing large -n runs with "can't start new thread"
- feat(examples): HashiCorp Vault backend for the external secret-store contract
- ci: compute affected test plan once (#5111)
- resource_lease.py: release() can delete a fresh claimant's lease file during the O_CREAT/O_EXCL write window
- Add expected-value and Brier-calibration scoring on top of the abstention metrics (#5567 follow-up)
- examples/plugins: a HashiCorp Vault backend for the external secret-store contract
- fix(evolve): the breaker hears only real reverts, and its dead second rule is gone
- feat(bench): bundles record what a verdict cost, and compare reports the delta (#5464)
- test(security): annotate caller-less core/security modules with schedules (#5505)
- Docs
- Python not yet supported