interview-prep

Interview Prep

Prepare for architecture interview questions and system design scenarios.

Context

You are preparing for architecture interviews. Practice system design problems, articulate trade-offs, communicate clearly under pressure. Study common patterns and real-world constraints.

Domain Context

Based on architecture interview best practices:

• System Design Questions: "Design Instagram", "Design distributed cache", "Design payment system"
• Communication Skills: Clarify requirements, think out loud, accept feedback, adjust design
• Trade-off Discussion: Consistency vs availability, latency vs cost, flexibility vs simplicity
• Real-World Constraints: Assume realistic team size, budget, deployment platform

Instructions

1. Study Common Systems:

   • Social media (Facebook, Instagram): scale, feed generation, notifications
   • Payments (Stripe, PayPal): transactions, fraud detection, reconciliation
   • Search (Google): indexing, ranking, distributed retrieval
   • Messaging (WhatsApp, Slack): realtime, reliability, scalability

2. Practice System Design Problem:

   • Clarify: Scale (1M users, 1B records)? Growth (100x in 2 years)? Consistency (strong or eventual)?
   • Sketch: Components, data model, communication, scaling strategy
   • Discuss: What would you change at 10x scale? Where are bottlenecks? What are risks?

3. Prepare Answers to Common Questions:

   • "How would you scale this to 10x?"
   • "How does this fail?"
   • "What's the biggest risk?"
   • "How would you monitor this?"
   • "What would you do differently with more resources?"

4. Practice Communication:

   • Think out loud. "I'm thinking about SQL vs NoSQL because..."
   • Accept feedback. "Good point, that would break my design. Let me reconsider..."
   • Ask clarifying questions. "How much data? How many users? What's the latency requirement?"

5. Mock Interviews: Practice with peer or mentor. Get feedback on communication, technical depth, trade-off reasoning.

Anti-Patterns

• Memorized Answers: Recite template answer. Result: inflexible, obvious. Guard: Understand reasoning; be ready to adapt.
• Over-Engineering: Design Netflix-scale system for startup problem. Result: miss point of interview. Guard: Scale to stated requirements; note evolution path.
• No Communication: Silently design, then present finished design. Result: interviewer can't assess thought process. Guard: Think out loud; engage interviewer; ask questions.
• Defensive on Feedback: Interviewer suggests different approach, you defend yours. Result: seems arrogant. Guard: Listen, consider, adjust; good solutions are collaborative.

Further Reading

• Designing Data-Intensive Applications by Martin Kleppmann — patterns and tradeoffs
• System Design Interview by Alex Xu — interview-specific guidance
• The Art of Scalability by Martin Abbott — scaling patterns