Running knowledge graphs locally is underrated. The latency advantage alone makes it worth it for agent workflows — every round-trip to a hosted service adds up when you're doing hundreds of lookups per session. Curious if you've experimented with incremental graph updates vs full rebuilds as the dataset grows.