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site_name: Bernstein
site_url: https://bernstein.readthedocs.io/
site_author: Alex Chernysh
site_description: >-
Bernstein is the open-source multi-agent orchestration platform for AI coding
agents. Run Claude Code, Codex, Gemini CLI in parallel with deterministic
scheduling, 18+ adapters, and zero vendor lock-in.
repo_url: https://github.com/chernistry/bernstein
repo_name: chernistry/bernstein
edit_uri: edit/main/docs/
copyright: >-
Copyright © 2025–2026 <a href="https://alexchernysh.com">Alex Chernysh</a>
theme:
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custom_dir: docs/overrides
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accent: amber
toggle:
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toggle:
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link: https://github.com/chernistry/bernstein
name: Bernstein on GitHub
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link: https://pypi.org/project/bernstein/
name: Bernstein on PyPI
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link: https://alexchernysh.com
name: Alex Chernysh
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note: Thanks for your feedback!
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note: Thanks, we'll improve this page.
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consent:
title: Cookie consent
description: >-
We use cookies to recognize your repeated visits and preferences,
as well as to measure the effectiveness of our documentation and
whether users find what they're searching for. With your consent,
you're helping us to make our documentation better.
plugins:
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nav:
- Home: index.md
- Getting Started:
- Quickstart: GETTING_STARTED.md
- Tutorial: quickstart-tutorial.md
- Install on Linux: install-linux.md
- Configuration: CONFIG.md
- Concepts:
- Architecture: ARCHITECTURE.md
- Design: DESIGN.md
- Task Lifecycle: LIFECYCLE.md
- The Bernstein Way: the-bernstein-way.md
- Glossary: GLOSSARY.md
- Guides:
- Adapter Guide: ADAPTER_GUIDE.md
- Plan Files: plans.md
- Hook System: hook-system.md
- Plugin SDK: plugin-sdk.md
- Cost Optimization: cost-optimization.md
- Performance Tuning: performance-tuning.md
- Security Hardening: security-hardening.md
- GitHub Action: github-action.md
- GitHub App Setup: github-app-setup.md
- Deployment:
- Deployment Guide: deployment-guide.md
- Cluster Mode: CLUSTER.md
- Helm Deployment: HELM_DEPLOYMENT.md
- Reference:
- API Reference: openapi-reference.md
- Feature Matrix: FEATURE_MATRIX.md
- Model Policy: MODEL_POLICY.md
- Compatibility: compatibility.md
- Dependency Resolver: DEPENDENCY_RESOLVER.md
- Known Limitations: KNOWN_LIMITATIONS.md
- Troubleshooting: TROUBLESHOOTING.md
- Changelog: CHANGELOG.md
- Migration:
- Migration Guides: migration-guides.md
- From CrewAI: migration-from-crewai.md
- From LangGraph: migration-from-langgraph.md
- Zero Lock-in: zero-lock-in.md
- Blog:
- Zero-LLM Coordination: blog/zero-llm-coordination.md
- Multi-Agent Benchmark: blog/multi-agent-benchmark.md
- Self-Evolution 30 Days: blog/self-evolution-30-days.md
- SWE-Bench Thesis: blog/swe-bench-orchestration-thesis.md
- COBOL Modernization: blog/cobol-modernization.md
- Comparisons:
- vs Conductor: compare/bernstein-vs-conductor.md
- vs Crystal: compare/bernstein-vs-crystal.md
- vs Dorothy: compare/bernstein-vs-dorothy.md
- vs GitHub Agent HQ: compare/bernstein-vs-github-agent-hq.md
- vs Paperclip: compare/bernstein-vs-paperclip.md
- vs Parallel Code: compare/bernstein-vs-parallel-code.md
- vs Single Agent: compare/bernstein-vs-single-agent.md
- vs Stoneforge: compare/bernstein-vs-stoneforge.md
- Competitive Matrix: competitive-matrix.md
- Decisions:
- Agent Lifecycle: decisions/001-agent-lifecycle.md
- UX and Distribution: decisions/002-ux-and-distribution.md
- Self-Evolution: decisions/003-self-evolution.md
- File-Based State: decisions/004-file-based-state.md
- Short-Lived Agents: decisions/005-short-lived-agents.md
- No Embedded LLM: decisions/006-no-embedded-llm.md
- Pluggy Plugin System: decisions/007-pluggy-plugin-system.md
- Click for CLI: decisions/008-click-for-cli.md
- Contributing: CONTRIBUTING.md
- Audit: AUDIT.md
- Benchmarks: BENCHMARKS.md
- Agentic Manifesto: AGENTIC_MANIFESTO.md
docs_dir: docs
strict: false