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Playbooks and hiring-loop notes for international interview practice
Some loops hand you an assistant, others disqualify you for opening one. Which companies do what, how the AI-enabled round is scored, and a drill for both.
Amazon opened in July, Google's window lasts two to four weeks in October. Month-by-month calendar, pay per hour, and what to do if you are starting late.
A 2026 prep map: what changed, real prompt families, a five-step 45-minute loop, week plans — then timed quizzes and a pair mock so the list is not memorization.
A 2026 reading list for system design interviews: Kleppmann, Xu, Newman, Huyen — then quizzes, a pair mock, and Gym courses so the books do not stay theory.
Real AI PM interview questions from OpenAI, Meta, Google, and Anthropic in 2026: Product Sense, RAG, hallucinations, vibe coding, strategy, and behavioral rounds.
How Coinbase cut excess API calls by 64% at peak: over-fetching, polling, GraphQL cache, and guardrails. An adapted engineering case study.
A complete AI engineer interview guide: LLM concepts, serving infra, RAG, agents, evaluation, and coding. Real questions from OpenAI, Anthropic, Scale AI.
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Real Stripe tasks instead of "design Twitter": ledgers, transaction APIs, authorization, rate limiters. Evaluation rubric, top 5 questions, and prep strategy.
Candidates prep like pros; interviewers often do not. How to avoid looking memorized, ask echo questions, go beyond URL Shortener, and still get an offer on a raw problem.
Security Engineer interview stages: technical round, SALT, STAR and behavioral. Networks, AppSec, cloud questions and how to practice on IT Career Gym.
Dropbox smart move: human-in-the-loop, synthetic labels from already-organized folders, name embeddings, and why offline accuracy is not the same as users accepting suggestions.
Seven days to a technical interview: two routes — in shape vs in panic. A 5-day triage, a talking algorithm, a Big-O cheat sheet, and mocks instead of grinding LeetCode.
DoorDash system design is logistics, not vacuum abstractions: courier dispatch, ratings, promos, and real-time tracking. Round format, rubric, typical prompts, and an IT Career Gym prep plan.
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