#504 · Primary category: AI Agents & Automation
bernstein
Deterministic orchestrator for CLI coding agents enabling byte-identical parallel runs and tamper-evident audit trails.
Project last updated:08/29/26
GitHub Stars
1.0K
Forks
136
Contributors
90
License
Apache-2.0
Why we included this project
Running several CLI coding agents at once usually means babysitting overlapping edits and output that never quite repeats. Bernstein takes a goal you declare, breaks it into tasks, and runs short-lived agents in parallel, each in its own git worktree, then checks and merges the results. No model sits in the coordination loop, so the same input replays byte-identically; that makes a run reproducible and easy to trust. A signed lineage and an optional HMAC audit chain let a reviewer verify the whole pipeline offline, and cluster mode plus air-gap deployment handle bigger or isolated setups. If you manage a fleet of coding agents and want reproducible, auditable parallel execution instead of another single-agent wrapper, this is worth a look.
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