Symbio X-Ray: cell-based short and longterm memory for AI Models and Agents. Pure in-memory.

A short tour of how Symbio X-Ray embeds memory, how it spends tokens on search, and how the voice model converses.

Pure in-memory Xray-Code graph works per project repo and for multi-repo projects.
Interfaces: internal model tooling or MCP.

So now Code Agents have access to everything semantically without needing to read a single file.

Data ingestion processed with the new Kubernetes native OCI images mount (no git clone needed - just container registry).

For Conversational AI just connect it to realtime model and now you can discuss architecture and code in real time and in natural language with fast semantics.

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