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Deterministic orchestration for parallel CLI coding agents

Bernstein runs multiple CLI coding agents in isolated git worktrees, then verifies and merges only the diffs that pass checks. It is designed for reproducible, on-prem agent workflows with signed audit logs and offline review.

Agenticness = how independently a tool can take action, scored across 9 dimensions. Scored independently by David Kooi, Skylark Creations — see full rubric →

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Open Source
Chrome Extension
Multi-Agent
B2B
CLI
Self-Hosted
On-Device / Edge
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About

What It Is

Bernstein is an open-source orchestration tool for coding agents that works from the command line. It is aimed at developers and teams that want to run agents like Claude Code, Codex, Gemini CLI, Aider, and others in parallel while keeping the coordination logic deterministic.

What to Know

Bernstein’s main selling point is reproducibility and traceability, not a more capable model. The scheduler itself does not use an LLM, so runs can replay byte-for-byte, and the audit log can be verified offline. That makes it a strong fit if you...

Key Features
Runs Claude Code, Codex, Gemini CLI, Aider, and 40+ CLI agents
Spawns each agent in its own isolated git worktree
Decomposes goals into tasks and schedules them in parallel
Gates merges on lint, type checks, and tests
Supports optional cross-model review before merge
Use Cases
Coordinating several coding agents on the same repository without shared-state conflicts
Running test-gated code changes across backend, QA, security, or devops tasks
Reviewing agent output offline using signed audit logs
Agenticness: Domain Specialist

Handles domain-specific workflows independently with dynamic replanning.

High evidence
Last evaluated: Aug 12, 2026

Dimension Breakdown

Action Capability
Autonomy
Planning
Adaptation
State & Memory
Reliability
Interoperability
Safety
Operator Sovereignty

Categories

Pricing
  • Free / open source — full functionality available at no cost.
Details
AddedAugust 12, 2026
RefreshedAugust 12, 2026
Quick Facts
DeploymentHybrid (cloud + self-hosted)
AutonomySemi-autonomous
Model supportMulti-model
Open sourceYes
Team supportEnterprise
Pricing modelFree / open source
Interfacecli
Sources
Last updated August 12, 2026
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