{"product_id":"ai-engineering-building-applications-foundation-models-1st-edition","title":"AI Engineering Building Applications with Foundation Models 1st Edition by Chip Huyen (2025)","description":"\u003cp\u003e\u003cstrong\u003eAI Engineering: Building Applications with Foundation Models (2025)\u003c\/strong\u003e by Chip Huyen is the definitive practical guide to building production AI systems with large language models and other foundation models. An Amazon #1 Bestseller in Enterprise Applications, this O'Reilly title distills the emerging discipline of AI engineering into a coherent framework for developers, engineering leaders, and product teams moving AI from prototype to production.\u003c\/p\u003e\u003cp\u003eRecent breakthroughs in AI have lowered the barriers to building intelligent applications — the model-as-a-service approach has transformed AI from an esoteric research discipline into a practical development toolkit accessible to anyone. In this book, Chip Huyen explains how AI engineering differs from traditional machine learning engineering and walks through the modern AI stack end-to-end.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eTopics covered in depth:\u003c\/strong\u003e foundation model fundamentals; the AI engineering stack; evaluation methodology for open-ended models including AI-as-a-judge approaches; prompt engineering techniques and patterns; retrieval-augmented generation (RAG); agentic workflows and tool use; fine-tuning strategies; dataset engineering; inference optimization; latency, cost, and quality trade-offs; deployment architectures; monitoring and observability; user feedback loops; and building defensible AI products.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eIdeal for:\u003c\/strong\u003e software engineers transitioning into AI; ML engineers adapting to foundation models; technical leaders evaluating AI strategy; startup founders building AI-native products; data scientists working with LLMs; and anyone building with OpenAI, Anthropic, Google, Meta, or open-source models.\u003c\/p\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":57391535587711,"sku":null,"price":19.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0984\/4241\/2415\/files\/Untitleddesign_6bffd6c0-05a3-4b22-bba3-b452ebb03eca.webp?v=1776867374","url":"https:\/\/www.sandpiperbook.com\/products\/ai-engineering-building-applications-foundation-models-1st-edition","provider":"Sandpiper Books","version":"1.0","type":"link"}