Bernstein – 面向 AI 智能体的开源治理层

Bernstein – 面向 AI 智能体的开源治理层
Bernstein – open-source governance layer for AI agents

Bernstein 是一个面向 AI 编码代理的开源编排器，于 2026 年 3 月 29 日发布 v1.0，用于在并行 git 工作树中运行 Claude Code、Codex 和 Gemini CLI 等工具，并具备确定性调度器和 HMAC 签名审计链。2026 年 4 月 14 日，它增加了实验性 Cloudflare 集成，其中 Workers 运行代理，Workflows 管理多步骤任务，R2/D1 在用户账户中存储工作区和计量状态。2026 年 8 月 10 日，v3.14.159 通过让计划加载器抛出命名错误、移除五个带有弃用窗口的命令、CI 门控参考文档以对照注册 CLI，以及将 README 标记为 beta，解决了报告的 90 分钟设置失败问题。它还增加了 Muse Code 适配器、Agent Plugins v1.0.0 清单、可离线验证的签名运行回执，以及 bernstein audit diagnose 命令。总体而言，Bernstein 专注于多代理编排、CLI 计划验证、无服务器部署和审计。

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原文

Aug 10, 20264 min read

bernstein 3.14.159: the stranger's ninety minutes

A first-use report described ninety minutes of setup that ended in nothing. v3.14.159 answers it: the plan loader raises named errors instead of swallowing malformed fields, five commands are removed and the rest fold with deprecation windows, the reference docs are CI-gated against the registered CLI, and the README says beta. Also new: a Muse Code adapter, Agent Plugins v1.0.0 manifests, a signed run receipt that verifies offline, and bernstein audit diagnose.

multi-agent orchestrationreleaseCLIplan validation

Apr 14, 20264 min read

agents on cloudflare: workers, durable objects, r2, d1

bernstein's cloudflare integration for ai coding agents: workers run agents, workflows carry multi-step tasks, r2 + d1 hold workspace and metering state. experimental; runs on your own account.

Cloudflare Workerscloud AI agentsserverless orchestrationmulti-agent orchestration

Mar 29, 20263 min read

bernstein 1.0: open-source orchestrator for ai coding agents

Orchestrate Claude Code, Codex, Gemini CLI and other CLI coding agents in parallel git worktrees. Deterministic scheduler, HMAC-signed audit chain.

multi-agent orchestrationAI coding agentsClaude Codeopen-source