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A practical way to discuss caching trade-offs without handwaving

MS

Mira Sen

Platform engineer · 7,630 rep
5h ago2,860
#system-design
#caching
#architecture
142

Most cache discussions begin with a diagram and end with the word 'Redis.' The useful conversation starts earlier: what is expensive, what can be stale, and what happens when the cache lies?

I have found a simple sequence helpful: define the read path, quantify the pain, set a freshness contract, choose an invalidation owner, and describe the fallback. It keeps the design anchored to a product decision rather than a tool.


1 thoughtful reply

36

This is the framing I wish more interviews encouraged. The invalidation owner is especially useful: if no team or process owns it, the cache is already a source of invisible risk.

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Dev Malhotra

@devbuilds
3h ago
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