Mahilo is a powerful AI agent integration platform designed to connect AI agents from various frameworks for real-time communication and human oversight. It provides a framework-agnostic communication protocol, supporting various popular agent frameworks like LangGraph, Pydantic AI, etc., while also allowing connection to proprietary agents via API. The platform emphasizes intelligent collaboration, organization-level policy management, and human-centered design, ensuring human control while automating tasks. Mahilo offers a flexible solution for building complex multi-agent systems, suitable for various applications from content creation to emergency response. Currently, Mahilo boasts 251 stars on GitHub and over 500 monthly PyPI downloads, showcasing its popularity within the developer community. Mahilo primarily targets developers and enterprise users, helping them quickly build and deploy multi-agent systems to improve efficiency and foster innovation.