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Support for decentralized agent-to-agent communication (example: HyperCortex Mesh Protocol, HMP) #1799

@kagvi13

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@kagvi13

Currently, the SDK focuses on building single agents or agent services.
One possible extension would be to support decentralized multi-agent communication, where agents can exchange knowledge, maintain cognitive diaries, and validate decisions in a distributed way.

We are experimenting with such an approach in HyperCortex Mesh Protocol (HMP):

In HMP we experiment with two types of agents:

  • Cognitive Core (CCore): fully autonomous agents running their own REPL cycle with persistent memory.
  • Cognitive Shell (CShell): connectors that link external LLMs or vendor services into the Mesh, e.g. via MCP, RAG pipelines with post-processing of generated responses.

Both types of agents can use cognitive diaries and semantic graphs as shared structures, enabling heterogeneous systems to interoperate.

Why this matters:
Instead of only persisting raw chat logs or embeddings, agents in a Mesh can form processed synthetic knowledge (concepts, semantic graphs, ethical reflexes). This allows them to grow with persistent memory, social interaction, and self-reflection.

Would you consider decentralized agent-to-agent communication as a possible extension of this SDK?

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