Bernstein Ships Audit-Grade Multi-Agent Orchestration for 40+ CLI Coding Agents With HMAC-Chained Audit Logs

GitHub·medium signal

Bernstein by Sip Your Drink Ltd is a deterministic Python scheduler that runs crews of CLI coding agents (Claude Code, Codex, Gemini CLI, and 40+ more) in parallel git worktrees with HMAC-signed audit chains over every step. It decomposes goals into tasks, spawns agents in isolated worktrees, runs tasks in parallel, then verifies output through lint, type checks, tests, and optional cross-model review before merging. Named after Leonard Bernstein, the conductor metaphor extends to the architecture: the scheduler is deterministic and replayable, spending zero LLM tokens on coordination.