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Common mistakes and anti-patterns

The mistakes that sink system design interviews, and how to avoid each. Most are about process and communication, not missing knowledge.

Mistake Why it hurts The fix
Jumping straight into design You solve the wrong problem Clarify requirements and scope first (see the framework)
Skipping estimation The design is not grounded in scale Do a quick back-of-the-envelope with numbers
Designing in silence The interviewer cannot follow your thinking Think out loud (see communication tips)
Over-engineering Wasted time and added risk Start simple, add complexity only when a requirement demands it
Ignoring non-functional requirements You miss what the system must be State scale, latency, availability, and consistency targets (NFRs)
Buzzword-driven choices "I will use NoSQL because it scales" signals shallow thinking Justify every choice from the access patterns (SQL vs NoSQL)
Not discussing trade-offs You look like you do not understand the costs Name the trade-off and why you chose your side
Rabbit-holing on one detail You run out of time Cover the whole design first, then go deep
Ignoring interviewer hints You miss the path they want Treat questions and nudges as signals, and follow them
Forgetting bottlenecks and failure The design does not survive scale Always end with bottlenecks, scaling, and what happens when a component fails
No structure The answer wanders Use the framework as your spine

The meta-lesson

Most failed system design interviews are not about missing knowledge. They are about poor process: not clarifying, not communicating, not managing time, and not discussing trade-offs. Fix the process and your existing knowledge goes much further.

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