Forbes op-ed argues agents need a unified governed data layer

What the research found

Forbes council op-ed by Couchbase CTO Gopi Duddi arguing agents need a unified, governed data layer with native hybrid search and offline sync rather than key-value, cache or bolted-on vector stores; vendor-opinion piece with no product release.

Claims and how well the evidence supports them

1. Gopi Duddi is CTO of Couchbase 98%
2. Agents run a loop of retrieving context, reasoning, acting and updating memory 99%
3. Memory should persist and be governed rather than dropped at a TTL boundary 99%
4. A key-value store or cache is not sufficient as an agent data layer 97%

Evidence

• forbes.com https://forbes.com/councils/forbestechcouncil/2026/10/19/the-agentic-era-needs-a-different-kind-of-memory

Actionability rated low.