AWS adds database features and license options aimed at simplifying agent deployment

The announcements add built-in durability for Amazon ElastiCache for Valkey and a new bring-your-own-media option for Amazon ...

SQL query logs hold the context AI agents need to stop hallucinating joins

DataHub's Context Intelligence mines validated SQL query history to build a semantic index for AI agents. At Miro, agents hit ...
VentureBeat

Databricks tested a stronger model against its multi-step agent on hybrid queries. The stronger model still lost by 21%.

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with unstructured content, sales figures alongside customer reviews or citation ...
TechBooky

DataHub Turns SQL Query History into Context Layer to Cut AI Data Errors

DataHub is introducing a new context intelligence layer that mines years of SQL query logs to help AI agents stop ...