Session

The missing piece in full-stack AI app development

The missing piece in full-stack AI app development
Modern AI apps require more than just a model call—they need live data, real-time logic, and prompts that evolve in response to context. But most dev workflows still rely on static backends and brittle scaffolding. This talk presents a new approach: prompt-native, real-time full-stack development with a mix of vibe coding, where critical thinking drives prompt structure, and apps evolve more like conversations than codebases.

We’ll cover how different prompting formats—structured, styled, modular—directly impact the output and reliability of AI code gen app development, and how agentic patterns are reshaping app architecture. The best AI apps aren’t built in days or weeks—they emerge in minutes, shaped by ideas, with the proper infrastructure that can handle millions of users on deployment.

Wayne Sutton

Head of Community / Startup Programs at Convex

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