System Design Card 407 — Search and Indexing / Assess
Concern
Search requirements often demand specialized indexing and denormalized views beyond the source-of-truth store. Product search, document search, and feed discovery differ materially from point-lookup workloads.
What Assess means for this concern
In BASIC, the Assess step is where you identify the main architectural pressures and choose which trade-offs are actually important. For Search and Indexing, 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 compare plausible approaches before committing. 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 assuming primary storage can answer full-text or ranking queries efficiently enough on its own. 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 Assess stage, how does Search and Indexing change the architecture, the trade-offs, or the review checklist?”