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Description
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):
- HMP-0004-v4.1.md — protocol specification (experimental)
- HMP-Ethics.md — ethics and validation (experimental)
- dht_protocol.md — P2P discovery (experimental, RU)
- HMP-agent-REPL-cycle.md — example agent cycle (experimental, RU)
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?