Couchbase AI Data Plane: The Operational Data Foundation for AI Agents

The agent stack finally has a database that takes it seriously. Couchbase just shipped the AI Data Plane — a single, governed data layer that gives production AI agents persistent memory, real-time context, and consistent access from cloud to edge. That's a real architectural answer to the question every platform team has been stuck on for the last 18 months: where does the agent's state actually live?

Until now, the answer has been "everywhere, badly." Vectors in one place, documents in another, a cache bolted on the side, an operational store underneath, and a lakehouse nobody can query without a Jira ticket. The AI Data Plane collapses that mess into one plane. And for anyone running agents at scale, that is the enable — not the model, not the framework, the substrate.

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This is an excerpt. Read the full post at otf-kit.dev/blog/couchbase-ai-data-plane — full-stack kits your AI coding agent can actually ship to production. Browse the kits →