Bernstein

Deterministic CLI orchestrator that runs Claude Code, Codex, and 40+ agents in parallel git worktrees.

Desktopfreeglobal

A deterministic orchestrator for CLI coding agents that schedules runs in plain Python and isolates each task in a separate git worktree so parallel executions can be replayed byte‑identically behind lint, type, and test gates. Bernstein produces a signed lineage and an optional HMAC audit chain for offline verification, and is intended for engineering teams that need reproducible, auditable multi‑agent workflows in cluster or air‑gapped environments.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Bernstein - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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