Bernstein
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 → Last re-evaluated 12 August 2026.
Is this your tool? Claim this listing to manage your content and analytics.
What's happened with Bernstein lately
- How did Orchestra grow usage more than 10x in a year before launching its data-and-AI control plane?News
Orchestra formally launched its Agentic Control Plane for enterprise data and AI workflows on September 1, 2026. The London-based platform says usage has grown more than 10x over the past year as data teams adopt it to build and govern pipelines and AI agents in one place. For those tracking AI data analytics agents, this signals demand for tools that can manage both workflow automation and governance. The open question is how Orchestra turned that growth into a product built for enterprise control.
via accessnewswire.com
News mentions sourced from our news feed; score changes from periodic re-evaluations.
Ask about Bernstein
Get answers based on Bernstein's actual documentation
Try asking:
About
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.
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...
Handles domain-specific workflows independently with dynamic replanning.
Dimension Breakdown
Categories
Ask about Bernstein
Try asking:
- Free / open source — full functionality available at no cost.
When Bernstein changes its pricing, we catch it the next morning
We recrawl every tool in this directory daily. AI Insider is the 3-minute brief on what actually changed — pricing, features, score moves on our 36-point rubric — often before any press coverage. Sent daily. Skipped when nothing happened.