MACF: 6-component framework for enterprise multi-agent AI systems
A developer proposes MACF (Multi-Agent Communication Framework), a six-component framework for orchestrating AI agents in enterprise environment robustly and securely.
The framework addresses challenges of inter-agent coordination, decision traceability, and constraining deviant behavior in complex autonomous systems.
The approach reveals absence of standardized architectures for production multi-agent AI systems, leading to chaotic reimplementations across enterprises.