Agents will need trillions of databases. Let's give it to them!

[2026 - Day 1 - Agent Infrastructure] The same way computing for agents is evolving into sandboxes, data infrastructure for agents will necessitate the provisioning and maintenance of trillions of databases. From agent memory, session data, to the mind-boggling number of databases vibe-coded applications will need, it is clear we need databases that come online instantly and are individually cheap. SQLite is widely acknowledged to have the right shape for this, but it also at the same time lacks the extended feature set that modern applications need. In this talk we will present Turso, an open- source rewrite of SQLite in Rust, that keeps full compatibility with its file-based nature while expanding what it can do. SPEAKER: Glauber Costa - CEO, Turso 👉 Sign up for our "No BS" Newsletter to get the latest technical data & AI content: https://aicouncil.com/newsletter ABOUT AI COUNCIL: AI Council brings together the brightest minds in data to share industry knowledge, technical architectures and best practices in building cutting edge data & AI systems and tools. FIND US: Website: https://aicouncil.com/ LinkedIn:   / aicouncilconf   X: https://x.com/aicouncilconf

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Now more than ever: building reliable software in the age of agents | Ron Minsky | Bug Bash 2026

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Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan

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