Coding Interviews

System Design Interview Prep: The Only Framework You Need

System design interviews test whether you can think about software at scale. The good news: every system design question follows the same framework. Master the framework, and you can design anything.

The 4-Step Framework (Use This Every Time)

Step 1: Clarify Requirements (3-5 minutes)

Don't start designing. Ask questions first:

  • What are the core features? (MVP, not everything)
  • How many users? (thousands vs. millions changes everything)
  • Read-heavy or write-heavy?
  • Latency requirements? (real-time vs. eventual consistency)
  • Any specific constraints? (geographic distribution, compliance)

Step 2: High-Level Design (10 minutes)

Draw the big boxes: clients, load balancer, API servers, database, cache, message queue. Don't optimise yet — get the data flow right first.

Step 3: Deep Dive (15-20 minutes)

The interviewer will say "tell me more about X." This is where you show depth: database schema, API design, caching strategy, how you handle failures.

Step 4: Scaling and Trade-offs (5 minutes)

Discuss: where are the bottlenecks? How would you handle 10x growth? What would you sacrifice — consistency, latency, cost?

The 7 Patterns That Cover 90% of Questions

  1. Load balancing + horizontal scaling — more servers behind a balancer
  2. Database sharding — split data across multiple DB instances
  3. Caching layer — Redis/Memcached for hot data
  4. Message queues — decouple producers and consumers (Kafka, SQS)
  5. CDN for static content — serve assets from edge locations
  6. Database replication — read replicas for read-heavy workloads
  7. Event-driven architecture — react to changes instead of polling

Example: Design a URL Shortener

Requirements: 100M URLs/month, redirect latency <50ms, URLs expire after 5 years.

Design: API server generates a 7-char base62 hash. Store in a sharded PostgreSQL (hash prefix determines shard). Redis cache for hot URLs (80/20 rule — 20% of URLs get 80% of traffic). CDN for the redirect HTML. Counter service for analytics.

Scale discussion: At 100M URLs, each 7-char hash gives 3.5 trillion combinations — no collision risk. Reads dominate writes 100:1, so cache-first architecture. Database is the bottleneck for writes; shard by hash prefix.

Practice Strategy

Design two systems per week for 4 weeks. Cover: URL shortener, chat system, notification service, news feed, rate limiter, web crawler, payment system, search autocomplete.

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