Universal Agent Factory — create, run, and orchestrate AI agents across frameworks

Notes & tips

• Depend on the documented public surface. The supported API is AgentFactory, Framework, BaseAdapter, BaseAgent, AgentConfig, WorkflowConfig, AgentRole, and AgentCapability from attune.agent_factory. Framework-specific adapter/agent classes are internal.
• await the run methods. Only invoke / run / stream are async; the create_* builders are sync.
• Start native. The native framework needs no extra deps; reach for LangChain/LangGraph/AutoGen/Haystack when you need their features.
• Use role presets and pipelines. create_researcher() / create_research_pipeline() are faster than wiring configs by hand.