The Full-Stack AI Engineer: Next.js + Python + LLM

Build production-grade AI applications from the ground up.*The Full-Stack AI Engineer* is the definitive guide for developers who want to bridge the gap between frontend engineering and modern AI infrastructure. Inside, you'll learn how to architect complete systems using **Next.js** for the user interface, **Python** for backend services and model orchestration, and **Large Language Models (LLMs)** for intelligent, conversational experiences.This book covers the entire lifecycle of an AI product: designing reactive UIs with streaming chat interfaces, building robust Python APIs that wrap LLM providers, implementing retrieval-augmented generation (RAG), managing prompt engineering at scale, deploying to production with proper observability, and securing AI-driven applications against emerging threats.Whether you're a frontend engineer looking to add AI capabilities, a Python developer building user-facing products, or a full-stack engineer aiming to specialize in the fastest-growing domain in tech, this book gives you the architectural patterns, code examples, and deployment strategies you need to ship real AI software.**What you'll build:**- A streaming chat interface with Next.js App Router and Server Actions- Python microservices for LLM orchestration, embedding generation, and vector search- End-to-end RAG pipelines with semantic search- Production deployment patterns on Vercel and cloud infrastructure- Monitoring, cost control, and safety guardrails for LLM applications Read more