[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8},"actionData","errors","root",{"_29":-5,"_39":-5,"_40":41,"_42":43,"_44":45,"_46":47,"_48":49,"_50":51,"_52":53,"_54":55,"_56":57,"_58":59},"routes/_store+/_readers+/email_author.$slug/route",{"_9":10,"_11":-5,"_12":-5},"book",{"_13":14,"_15":16,"_17":18,"_19":20,"_21":22,"_23":24},"currentUser","formToken","id","Z2lkOi8vbGVhbnB1Yi9TdG9yZTo6Qm9va1Byb2R1Y3QvODM1NTM","title","The Complete AI Engineering Handbook: Volume I — AI Engineering Foundations","state","unpublished","contactAuthorMethod","email","aboutText","

Volume I — AI Engineering Foundations — is engineered to approximately 300 pagesacross 19 chapters. It is one of six volumes in The Complete AI Engineering Handbook(2026-2028 Edition). This volume assumes working proficiency in Python and SQL; it doesnot teach programming fundamentals. Its purpose is to bring a working software engineerto the baseline expected of a production AI engineer at a top-tier technology company —the layer of infrastructure, tooling, and engineering discipline that every later volume(Computer Science, Machine Learning, LLM Engineering, Production AI, Career Mastery)assumes you already have.Each chapter follows the standard 21-section handbook template: introduction, industryrationale, core concepts, internal architecture, production architecture, industry bestpractices, design tradeoffs, performance, security, scalability, common mistakes, hands-onexamples, a mini project, a production project, interview questions, resume bullets, GitHubportfolio strategy, senior engineer notes, a revision sheet, exercises, and further reading.Chapters are written at full depth and appended in order as completed.Chapter Roadmap# Chapter Title Pages Type Status0 How to UseThis Book &The AI EngineerCareer Map10 Front Matter Written1 ProfessionalPython for AIEngineers22 Core Written2 Advanced SQLfor AIEngineers20 Core Written3 50 SQL 18 Reference Written.

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Kick off your book project, get started with GhostAI, get better at marketing, or spend the day doing all three! Free live workshops on Zoom. Saturday, June 27, 2026.

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