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Kumiho Memory
Shared memory for agent teams, with the why intact
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Shared memory for agent teams, with the why intact
1 follower
Kumiho is a belief-based cognitive memory layer for teams running agents across functions. It preserves shared context, decisions, code_why, and how beliefs change—so every agent can build on the team's reasoning instead of starting from isolated chat history.
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Hi Product Hunt! Kumiho starts from a different premise: AI memory should hold beliefs that evolve, not just facts to retrieve.
When evidence changes, memory should preserve the earlier belief, record why it changed, and connect decisions that may need a second look. That is the foundation of Kumiho’s belief-based cognitive memory system.
• Decision Memory keeps choices with alternatives, rationale, and evidence.
• code_why traces a code change back to the decision behind it.
• Decomposition links facts and relationships so context stays traceable over time.
We formalize this architecture in our arXiv paper, “Graph-Native Cognitive Memory for AI Agents: Formal Belief Revision Semantics for Versioned Memory Architectures.”
https://arxiv.org/abs/2603.17244
The memory library and plugins are open source; Kumiho Cloud is the managed service. Watch our 47-second demo, explore the plugins, or get started:
https://kumiho.io
https://github.com/KumihoIO/kumi...
What should your AI remember about how a decision changed?