Streaming AI Chat at Scale: Real Production Patterns with Vercel useChat

Vercel's useChat hook simplifies AI chat interfaces in tutorials but exposes critical challenges in production—streaming interruptions, session persistence, and API cost explosion. This guide reveals the patterns production teams actually need: proper error handling, database-backed message history, and smart API optimization. Understanding these patterns is essential for shipping reliable, scalable AI chat features.