Current Architecture

• Dynamic loading of new agents via registry-based architecture

• Modular sub-agent pipelines (Perception, Reasoning, Action, Memory)

• Autonomous tool selection based on user input and agent registry functions

• Early groundwork for exposing agents as callable microservices (via CLI, Streamlit, or FastAPI)

💡 Join us in prototyping what agent interoperability looks like — from buyer targeting to content transformation to commerce fulfillment.