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I made 2 AI Agents share a brain (and it was way harder than i thought)

I built CodeScope, then found Cognee. How multi-agent shared memory works - agents as users, knowledge graphs, and self-improving feedback loops. Real code, real architecture.

Jul 46 min readyashisrani.hashnode.devRead the article

#cognee
#ai-memory
#opensource
#mcp
#ai-agents
#shared-memory
#ai-tools
#python
#ai

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Yash Israni

@Yashisrani · India

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LFX Mentor @CNCF (Kmesh), OSPP’25 @CNCF - Kmesh

Maintainer @CNCF - Kmesh | LFX Mentor @CNCF (Kmesh) | OSPP’25 @CNCF - Kmesh | Open-Source Contributor @Mozilla | Full-Stack Developer

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I made 2 AI Agents share a brain (and it was way harder than i thought)

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