Production AI Systems: The Staff Engineer's Playbook

Engineering judgment, made teachable — for the Staff/Principal AI interview, and the job it prepares you for.Most interview prep teaches you to reproduce reference architectures — exactly the skill that stops mattering at Staff level. This book teaches what sits underneath: how to define a problem so precisely the design becomes a consequence, how to name a trade-off you can defend, and how to hold a commitment across a whole conversation.WHAT YOU GET (instant download):• 304-page print-quality PDF + reflowable EPUB (Kindle / Apple / Kobo)• 19 chapters, 37 original diagrams, capacity math, worked exercises with model solutions• L5 / L6 / L7 calibration for every topic — what separates the levels is what you notice, not what you know• Named frameworks — CLARO, TRACK, the Latency Anatomy, the Inline Risk Budget — drilled across recommendation, LLM-powered search, fraud detection, content moderation, and coding assistantsWHO IT'S FOR: senior engineers moving toward Staff/Principal, or already there and wanting sharper language for the decisions you make by instinct. You know what an embedding is — we won't explain that.DRM-free. PDF + EPUB, yours to keep. Free updates to future editions.InterviewsVector · interviewsvector.com

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