The New Database Estate
summary
A new agentic database cloud promises a unified architecture with a continuous AI team per cluster that runs, tunes, migrates and protects fleets of databases. A purpose-built storage layer boosts throughput 10x and cuts write amplification while decoupling compute and storage so clusters autoscale without moving data. Virtual clusters push typical utilization from 5–15% to over 50%. An internal agent demo solves 40% of support cases from the first email and 60% with follow-up, showing the approach actually works.
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chapters (9)
- 0:00New database reality
- 2:37Agentic traffic tsunami
- 7:49Distributed databases essential
- 10:57Cost of distributed systems
- 14:32Solving taxes with fleet
- 20:11Agentic database cloud layers
- 23:40Agents managing databases
- 27:10Agentic database cloud vision
- 29:15Build agentic estate before wave
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