Friend Game Engagement Dashboard System Design

System DesignRobloxLast reported November 2025Low Frequency
Reported
2× across candidate reports
First seen
May 2025
Last reported
November 2025
Reported outcome
unknown

Problem Overview

Design a near real-time game engagement dashboard system. The dashboard displays a list of games; for each game it must show: (1) which friends of the current user have played that game (and/or how many), and (2) the total number of players (or 'likes') for…

  • 4 candidate-reported follow-ups — the exact probes interviewers asked, with the trigger for each
  • The rest of the problem statement — full requirements, constraints, and edge cases
  • Approach and trade-offs — what passing candidates did, and the mistakes that sink people
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Verified Source
Every question is reconstructed from multiple independent candidate reports. Verbatim follow-ups, not invented ones.
Codex Fact-Checked
Technical claims, formulas, and scale numbers are reviewed against primary sources.
Interviewer Follow-ups
The exact follow-ups reported by candidates, with the trigger that prompts each one — plus the mistakes that sink people.
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