Basic Framework
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System Design Card 366 — Capacity Estimation / Breakdown

Capacity Estimation — BASIC step map

Concern

Rough numbers create the pressure model that justifies caches, queues, partitioning, or simpler choices. Daily active users, QPS, object size, retention, and peak bursts all shape what 'reasonable' means.

Saying it out loud changes how you think about it.

What Breakdown means for this concern

In BASIC, the Breakdown step is where you clarify the product goal, workload shape, and non-functional requirement that will dominate the design. For Capacity Estimation, that means the candidate should make this concern visible at the right moment instead of bolting it on at the end.

Design move

A good move is to split the problem before trying to solve it. Tie the concern back to the user flow, the workload, and the dominant trade-off. That keeps the design grounded and makes it easier for the interviewer to follow why a cache, queue, replica, partition, or rate limiter is actually necessary.

Common miss

The miss is naming databases and caches without a load model. BASIC helps because the staged flow keeps this concern proportional to the prompt and connected to the rest of the architecture.

BASIC prompt

“When I reach the Breakdown stage, how does Capacity Estimation change the architecture, the trade-offs, or the review checklist?”

Experienced take
Engineers who do well in interviews spend more time here than you'd expect. The instinct to start solving immediately is strong, but the candidates who get offers consistently resist it. They name the problem shape, identify the tricky constraint, and only then pick a direction. It feels slow in the moment. It's not.

References

S9 S14 S15

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