Interview Kits & Scorecards
Structured question banks and scoring rubrics per stage
Kits (3)
Senior Engineer — Technical Screen
Technical Screen · 60 min
Product Manager — Values & Culture
Recruiter Screen · 45 min
Account Executive — Closing Skills
Final Interview · 50 min
Senior Engineer — Technical Screen
Engineering · Technical Screen · 60 min · Updated 2026-06-01
Walk me through how you'd design a distributed rate-limiter at scale.
↳How would you handle a Redis outage?
↳What's the trade-off between accuracy and latency?
Scoring guide
4: Covers token bucket/sliding window, distributed store (Redis), edge cases. 3: Covers algorithm, partial distributed concerns. 2: Basic algorithm only. 1: Vague.
Tell me about a time you had to push back on a product decision. What was the outcome?
↳What would you do differently?
↳How did it affect the relationship?
Scoring guide
4: Clear situation, structured reasoning, constructive approach, positive or neutral outcome. 3: Good narrative, mild impact. 2: Incomplete situation. 1: Avoided pushback.
Your team is mid-sprint when a production P0 lands. How do you respond?
↳How do you communicate upward?
↳How do you prevent recurrence?
Scoring guide
4: Triage, communication, ownership, sprint recovery plan. 3: Handles triage and comms. 2: Technical fix only. 1: Reactive, no process.
Scorecard summary
Q1 — technical
3 / 4
Q2 — behavioral
3 / 4
Q3 — situational
3 / 4
Overall score
3.0 / 4.0