I learn from first principles.
To understand how AI memory works under the hood, I built OpenMemoryUI: https://openmemoryui.netlify.app
Then I built OpenMCPUI to understand MCP from the inside: https://openmcpui.netlify.app
Now I'm building OpenMultiAgentUI, a platform that shows how a multi-agent system really works, end to end:
- tool calls and MCP servers
- guardrails and safety
- authentication and authorisation
- permissions
- databases and memory
Every layer is visible, clickable and traceable, so you can see exactly what happens when an agent handles a request.
STAY TUNED
