Guides

Build complete AI applications from scratch.

Blank project to a running app. Each guide ends on localhost.

Structured outputs

Build an AI Product Brief Generator

Turn a product idea into a validated brief and save it to Neon.

RAG

Build a full-stack AI app that embeds your own documents, retrieves relevant context with pgvector, and answers grounded questions.

Tool calling

Build a reactive task manager where an AI assistant creates, reads, and updates real application state through typed tools.