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
- mypy backlog: 1017 errors across 312 files outside the gated zone
- Registry-sourced skill packs: pinned, trust-gated, receipt-anchored installs from the open skills ecosystem
- Verifiable agent memory: chain-anchored, content-addressed memory records with recall receipts
- Deterministic context compaction as a replayable fold with a compaction receipt
- Signed run bill-of-materials: the attestable component inventory of a run, verified offline
- Decision-provenance report: the audit chain projected into a reviewer-verifiable compliance document
- Budget envelopes with refusal receipts: provable per-run spend and fan-out bounds
- Attested task reversal: revert a task's whole multi-file change as one signed operation
- Signed, independently-replayable trajectory receipts for evaluation submissions
- Export step-granular trajectories with a byte-identical replay hash for training pipelines
- Docs
- Python not yet supported