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Before the interview, practice mapping 20 real products to these 5 patterns. "Design Instagram" is Pattern 1 + Pattern 4 (Storage + Timeline writes). Part 3: The "Numbers Everyone Should Know" (The Back-of-the-PDF) Memorize these. They ground your design in reality.

| Pattern | Key Components | Example Question | | :--- | :--- | :--- | | | S3/CDN for blobs, Object store, Indexes | Design Dropbox, YouTube | | 2. Computation & MapReduce | Message Queue (Kafka/RabbitMQ), Workers | Design Uber ETA, Twitter Analytics | | 3. Real-time Communication | WebSockets, Presence Service, Turn/Stun | Design WhatsApp, Zoom | | 4. High Write Load (Logs) | Time-series DB, Data Lake, Batch vs Stream | Design Stock Ticker, Metrics Dashboard | | 5. Search & Discovery | Inverted Index, Elasticsearch, Geospatial index | Design Yelp, Amazon Search |

Let's build your dynamic PDF instead. Why doesn't a perfect PDF exist? Because design is a conversation, not a quiz. If you memorize a PDF for "Design Uber," you will fail when asked to "Design a Video Conferencing Platform."

Keep this mantra on your desk: "Clarify scope → Draw boxes → Find the bottleneck → Trade-offs, not perfection." Now go draw a URL shortener. Then a chat app. Then a video platform. And when you get the job, come back and write the next version of this PDF.