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Beyond TTL: Explicit Cache Invalidation

Most engineers default to TTL for cache invalidation. But a simple Time-To-Live guarantees stale reads for a duration, which is unacceptable for criti…

cachingsystemdesignbackendengineeringdistributedsystems
Dev.to Jul 5, 2026, 06:04 UTC
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Why Daily Transaction Volume is the Wrong Number to Quote in System Design Interviews

The Mistake Most Candidates Make Picture this: You are in a system design interview. The interviewer asks you to design a ledger system or a payment s…

systemdesignbackendengineeringinterviewprepdistributedsystems
Dev.to Jun 22, 2026, 23:14 UTC
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Your "Cache Invalidation is Hard" Answer Misses the Real Horror

Your "Cache Invalidation is Hard" Answer Misses the Real Horror Most engineers parrot "cache invalidation is hard" as a standard interview response, b…

systemdesigncachingdistributedsystemsbackendengineering
Dev.to May 10, 2026, 08:42 UTC

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