Why it matters
As agents query data stores directly instead of humans reading dashboards, the format and freshness of that access changes both reliability and how much back-and-forth an agent needs to do its job.
The tokenmaxxing angle
Indirect: the focus is data infrastructure, not token pricing, but poorly governed retrieval is a common cause of agents making extra calls or pulling excess context, both of which inflate spend.
From the organizers
Format is three 25-minute talks plus lightning demos at ClickHouse's office, 1000 Olive Way, Seattle, covering semantic layers, governance, and real-time context for agents.