Neon built app.build as an open-source reference architecture for AI agents that generate complete, production-ready applications rather than just code snippets. Unlike typical AI coding tools that focus on frontend components and compilation, app.build creates full-stack applications with proper backends, databases, testing, authentication, and automated deployments. The platform addresses common issues in AI code generation like demo-driven development and frontend bias by providing comprehensive scaffolding including GitHub repositories, Postgres databases, type-safe APIs, test suites, and CI/CD pipelines. Starting with a constrained TypeScript/React stack for reliability, it now supports multiple languages and frameworks through modular architecture using finite state machines and template-based generation.
Table of contents
Learning from experienceCode gen needs to move from code snippets to shipped softwareThe missing scaffoldingStack agnosticism by designProving it in productionTeaching agents how to build software, not just write code1 Comment
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