{"id":311,"date":"2026-01-02T17:42:24","date_gmt":"2026-01-02T16:42:24","guid":{"rendered":"https:\/\/holmescore.com\/?p=311"},"modified":"2026-01-02T17:43:56","modified_gmt":"2026-01-02T16:43:56","slug":"ai-engineering-building-applications-with-foundation-models","status":"publish","type":"post","link":"https:\/\/holmescore.com\/?p=311","title":{"rendered":"AI Engineering: Building Applications with Foundation Models"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI Engineering: Building Applications with Foundation Models is a hands-on guide to designing, deploying, and scaling modern AI applications built on large language models and foundation models. Chip Huyen bridges the gap between AI research and real-world production systems, focusing on practical engineering decisions rather than theory alone.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The book covers application architecture, model integration, data pipelines, cost optimization, and performance trade-offs. It dives into key topics such as prompt engineering, retrieval-augmented generation (RAG), fine-tuning strategies, evaluation, monitoring, and responsible AI practices.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is an essential read for software engineers, ML engineers, product builders, and founders who want to turn powerful AI models into reliable, production-ready applications.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/amzn.to\/3Lu1WS9\" target=\"_blank\" rel=\"noopener\">Check price on Amazon<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI Engineering: Building Applications with Foundation Models is a hands-on guide to designing, deploying, and scaling modern AI applications built<\/p>\n","protected":false},"author":1,"featured_media":312,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[4,45],"tags":[],"class_list":["post-311","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-books","category-technology-books"],"_links":{"self":[{"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/posts\/311","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/holmescore.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=311"}],"version-history":[{"count":2,"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/posts\/311\/revisions"}],"predecessor-version":[{"id":314,"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/posts\/311\/revisions\/314"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/holmescore.com\/index.php?rest_route=\/wp\/v2\/media\/312"}],"wp:attachment":[{"href":"https:\/\/holmescore.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/holmescore.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/holmescore.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}