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Design a URL Shortener

Design a URL Shortener — A Staff playbook focused on distributed ID generation, base62 encoding tradeoffs, redirect-path performance, and analytics pipeline ownership — not just hash function selection.

This playbook is part of the full calibration library.

Staff interviews are decided on nuance — tradeoff framing, ownership boundaries, and failure anticipation. This playbook covers the depth that separates Senior from Staff+.

What's inside this playbook

Core sections
  • •1. The Staff Lens
  • •2. Problem Framing & Intent
  • •3. The Four Fault Lines
  • •4. Failure Modes & Degradation
  • •5. Evaluation Rubric
  • •6. Interview Flow & Pivots
  • •7. Active Drills
  • •8. Deep Dive Scenarios
  • •9. Level Expectations Summary
  • •10. Staff Insiders: Controversial Opinions
Practice & Reference
  • •How to Use This Playbook
  • •What This Interview Actually Tests
  • •The L5 vs L6 Contrast (Memorize This)
  • •The Three Intents (Pick One and Commit)
  • •The Four Fault Lines (The Core of This Interview)
  • •System Architecture Overview
  • •Interview Walkthrough: How to Present This in 45 Minutes