bernstein
Active·★ 516·Apache-2.0·Updated 2026-05-29
★ Multi-Agent★ Workflow Automation
Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.
Bernstein is a deterministic orchestrator for AI coding agents. It decomposes a goal into tasks, spawns agents in parallel on isolated branches, verifies results with quality gates, and merges only passing code. It supports 31+ agent adapters and can run on any model or provider.
#a2a#agent-orchestration#agentic-ai#agentic-engineering#agentic-workflow#ai-agents#ai-orchestration#ai-orchestrator
01
Features
01Parallel multi-agent execution with deterministic scheduling
02Over 30 agent adapters and pluggable sandboxes (local, Docker, E2B, Modal)
03Quality gates and janitor verification (tests, lint, type checks, PII scan)
04Built-in cost tracking, observability, and replayable audit logs
05MCP server mode, skill packs, and declarative YAML plans
02
Compatibility
macOS
macOS/Linux
Verified via docs
Linux
macOS/Linux
Verified via docs
Windows
Windows
Verified via docs
03
Quick start
1
$ curl -fsSL https://bernstein.run/install.sh | sh
04
Use cases
↳Speed up feature development by dividing complex tasks among multiple AI agents
↳Automate CI/CD pipelines with headless mode and structured output
↳Combine different models for code generation and review in one session
05
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Comments
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- RRemy WilsonMay 6, 2026
Deterministic orchestration for 30+ CLI AI agents with git worktree isolation is well-designed
- CCasey MartinezApr 28, 2026
Ship-while-you-sleep is accurate — the deterministic approach prevents agent divergence
- AAspen AndersonApr 12, 2026
The git worktree model is the right architecture for parallel agent isolation
- RReese MartinezMar 15, 2026
Used for overnight autonomous development tasks, the isolation guarantees prevent conflicts