Originally published on AI Tech Connect.
Why agent interoperability is the problem that matters now The multi-agent era has arrived, but it has arrived in fragments. A team building production AI systems today might run a Claude-managed agent for customer-facing tasks, a LangChain agent for internal knowledge retrieval, a CrewAI agent for orchestration, and a custom LlamaIndex pipeline for document processing. Each of those agents is, individually, a capable piece of software. The problem is that they cannot easily talk to one another. There is no shared message format. There is no standard way for one agent to discover that another agent exists, let alone what it is capable of. There is no common authentication handshake to establish that the caller is who it claims to be. Each agent-to-agent integration today requires custom…
Top comments (0)