Esta página se muestra en inglés. Una traducción al español está en curso.
WorkflowsMay 13, 2026·2 min de lectura

Bernstein — Audit-Grade Orchestrator for CLI Agents

Bernstein coordinates CLI coding agents in parallel worktrees with signed audit chains, deterministic scheduling, and evidence trails.

Agent Toolkit
Agent Toolkit · Community
Listo para agents

Staging seguro para este activo

Este activo primero queda en staging. El prompt copiado pide inspeccionar los archivos staged antes de activar scripts, config MCP o config global.

Stage only · 17/100Política: staging
Superficie agent
Cualquier agent MCP/CLI
Tipo
CLI Tool
Instalación
Stage only
Confianza
Confianza: Established
Entrada
Asset
Comando de staging seguro
npx -y tokrepo@latest install 4c5d8b93-08ae-5a4b-bda3-2d5d5db42d12 --target codex

Primero deja archivos en staging; la activación requiere revisar el README y el plan staged.

Introducción

Bernstein coordinates CLI coding agents in parallel worktrees with signed audit chains, deterministic scheduling, and evidence trails.

Best for: teams that need parallel agent execution with strong lineage, compliance evidence, and reproducible scheduling rather than informal orchestration

Works with: pipx, Git worktrees, Claude Code, Codex, Gemini CLI, multi-agent scheduling, enterprise audit requirements

Setup time: 10-18 minutes

Key facts (verified)

  • GitHub: 334 stars · 40 forks · pushed 2026-05-12.
  • License: Apache-2.0; owner avatar verified from GitHub API for sipyourdrink-ltd.
  • Entry point checked from README: pipx install bernstein.

Main

Bernstein is aimed at organizations that cannot treat orchestration as a black box. Every scheduled action is meant to leave evidence strong enough for security or compliance review.

The headline numbers are practical signals: 43 agent adapters, HMAC-SHA256 audit chaining, and deterministic worktree scheduling make it more than a wrapper around shell scripts.

Adopt it when several coding agents are already in play and the next problem is not access to models but control, lineage, and post-incident reconstruction.

Source-backed notes

  • README calls Bernstein a deterministic Python scheduler for CLI coding agents.
  • The project documents 43 CLI agent adapters in v1.10.1.
  • The security model highlights an HMAC-SHA256 audit chain and signed agent cards.

FAQ

Q: Is Bernstein only for big enterprises? A: No, but it is most valuable when teams care about auditable orchestration and reproducible evidence.

Q: How fast is first use? A: The README shows a 30-second install path via pipx install bernstein, then init and run.

Q: What is the main differentiator? A: Deterministic scheduling plus signed audit trails across many CLI agents.

🙏

Fuente y agradecimientos

Source: https://github.com/sipyourdrink-ltd/bernstein > License: Apache-2.0 > GitHub stars: 334 · forks: 40

Discusión

Inicia sesión para unirte a la discusión.
Aún no hay comentarios. Sé el primero en compartir tus ideas.

Activos relacionados

Claudable — Web Builder Powered by Local CLI Agents

Claudable is an open-source web builder that leverages local CLI agents (Claude Code, Codex, Gemini) with a repo-first quick start (3,951★).

Workflows
AI Open Source

Maestro — Multi-Agent Orchestration for Coding CLIs

Maestro is an Apache-2.0 multi-agent orchestrator with 39 specialists for Gemini CLI, Claude Code, Codex, and Qwen Code, plus review/debug entrypoints.

Workflows
Agent Toolkit

Obsidian Agent Client — Bring Agents into Obsidian

Obsidian Agent Client adds ACP-based agent integrations (Claude Code/Codex/Gemini) to Obsidian; install via BRAT or Releases and use adapters (2,016★).

Workflows
Agent Toolkit

agent-audit — Security Linter for LLM Agents

Run a static security scanner for LLM agents: 53 OWASP Agentic Top 10 rules, prompt-injection checks, and MCP config auditing via agent-audit scan.

SkillsCLI Tools
Agent Toolkit
◈Inicio🔍Buscar👤Yo