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Bernstein: Deterministic orchestrator for 40 CLI AI agents

Bernstein is a multi-agent orchestration tool that decomposes user goals into tasks, runs multiple AI coding agents in parallel, verifies with tests, and automatically merges passing code. It supports 42 CLI agents including Claude Code, Codex, Gemini CLI, and can run locally or on Cloudflare Workers.

SourceHacker News AIAuthor: nateb2022
Bernstein: Deterministic orchestrator for 40 CLI AI agents
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

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Key points

  • Supports 42 CLI agents including Claude Code, Codex, Gemini CLI
  • Deterministic orchestration: one LLM call for decomposition, rest scheduled in Python, reproducible
  • Parallel execution with git isolation, automatic verification and merge
  • Runs locally, Docker, Cloudflare Workers, and more

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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