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 | [Strands Agents](https://github.com/strands-agents/sdk-python) | Py | AWS-backed. Model-driven tool use. |
 | [CAMEL](https://github.com/camel-ai/camel) | Py | Role-based simulation. Collaborative reasoning. |
 | [AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | Py | Pioneer. Now full platform with visual builder. |
+| [Bernstein](https://github.com/chernistry/bernstein) | Py | Deterministic orchestrator. Parallel coding agents, test-driven verification. Zero LLM tokens on coordination. |
 | [AgentScope](https://github.com/modelscope/agentscope) | Py | Alibaba multi-agent framework. |
 | [DeerFlow](https://github.com/bytedance/deer-flow) | Py | ByteDance. No.1 GitHub Trending Feb 2026. 25k+ stars. |
 | [AXME](https://github.com/AxmeAI/axme) | Py/TS/Go/Java/.NET | Durable coordination. Crash recovery, human approval gates, kill switch. Open protocol (AXP). |