The Data Exchange with Ben Lorica Databases for Machines, Not People
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Oct 23, 2025 Luke Wroblewski, venture partner at Sutter Hill Ventures and expert on AI and application design, dives into the shift from traditional coding to an AI-driven approach in application development. He introduces the 'URL + model' paradigm, showcasing how AI agents can now replace conventional databases. Luke discusses the innovative AgentDB, designed specifically for AI agents, and shares examples of practical applications such as personal finance management and lead enrichment. He emphasizes the evolving roles of designers and developers in this new landscape.
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Applications As Models With URLs
- The traditional app model "code + database" is shifting to "URL + model" where models act as application logic.
- When models can effectively use databases, much running code becomes unnecessary.
Databases Will Be Created By Agents
- Agents will create and manage most databases, not humans, at vastly larger scale than today.
- Current database systems weren't built for that agent-driven creation and scale.
Ship Databases With Ready Context
- Provide models immediate context: include schema, sample queries, and migration guidance with the database.
- This avoids token waste, reduces errors, and lets agents run correct queries on the first try.