Spider Clients are lightweight, language-specific SDKs that communicate with a Spider orchestration server to coordinate AI agent tasks. Using HTTP requests, clients enable users to open interactive sessions, dispatch multi-step chains, register custom tools, and retrieve streaming AI responses in real time. They handle authentication, serialization of prompt templates, and error recovery under the hood, while maintaining consistent APIs across Node.js and Python. Developers can configure retry policies, log metadata, and integrate custom middleware to intercept requests. The CLI client supports quick testing and workflow prototyping the terminal. Together, these clients accelerate the development of AI-powered agents by abstracting low-level network and protocol details, allowing teams to focus on prompt design and logic orchestration.

Autonomys Agents empowers developers to create autonomous AI agents capable of executing complex tasks without manual intervention. Built on Python, the framework provides tools for defining agent behaviors, integrating external APIs and custom functions, and maintaining conversational memory across interactions. Agents can collaborate in multi-agent setups, sharing knowledge and coordinating actions. Observability modules offer real-time logging, performance tracking, and debugging insights. With its modular architecture, teams can extend core components, incorporate new LLMs, and deploy agents across environments. Whether automating customer support, performing data analysis, or orchestrating research workflows, Autonomys Agents streamlines end-to-end development and management of intelligent autonomous systems.