使用Bernstein运行确定性多智能体编码工作流
Orchestrate parallel CLI coding agents in isolated git worktrees with reproducible scheduling, gates, replay journals, and optional tamper-evident audit receipts.
Prerequisites
Python 3.12+, pipx/pip/uv/Homebrew, git, and one or more supported CLI coding agents
Installation
Use the upstream install or setup path that matches your environment:
- pip install bernstein # pip
- uv tool install bernstein # uv
- brew tap chernistry/tap && brew install bernstein # Homebrew
Requirements and caveats from upstream:
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- | OpenAI Agents SDK v2 | GPT-5, GPT-5 mini, o4 | pip install 'bernstein[openai]' |
Basic usage or getting-started notes:
- website · docs · install · first run · [glossary](docs/...
- You tell Bernstein what you want built. It splits the work across several AI coding agents, runs them in parallel inside isolated git worktrees, records every handoff in the always-on lineage spine and replay journal,...
- irm https://bernstein.run/install.ps1 | iex # Windows PowerShell
- Source: https://github.com/1991513ccie-png/skills
- Extracted from upstream docs: https://raw.githubusercontent.com/sipyourdrink-ltd/bernstein/HEAD/README.md
Documentation
- https://bernstein.run
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