How to Add AI Features to Any Existing Web App Without a Rewrite

A production-ready guide to incrementally integrating AI capabilities into existing web applications. Covers architecture patterns, LLM API integration, streaming responses, error boundaries, cost controls, and real-world patterns for shipping AI features that don't break your app.