AgentSociety provides a framework for creating and managing intelligent LLM-based agents within simulated social environments. It supports multi-agent interactions to model human behaviors and societal dynamics at scale. The platform includes tools for experimental design, urban simulation scenarios, and harness engineering for agent evaluation and research workflows.