HyperAgents is a Facebook Research open-source framework for building self-referential, self-improving AI agents capable of optimizing for any computable task. The system uses a meta-agent and task-agent architecture, supports multiple LLM backends (OpenAI, Anthropic, Gemini), and executes model-generated code in a loop to
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