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José da Cruz

Enterprise Architect, and Life Thinker

José da Cruz

Enterprise Architect, and Life Thinker

Tag: data modeling

architecture

How ‘Seen’ Receipts Actually Work: Avoiding the Write Amplification Trap

josedacruz, August 9, 2026August 9, 2026

TL;DR: A “seen” checkmark looks like the simplest feature in a chat app, but the naive way to build it — storing a read flag for every message and every recipient — creates a database write explosion that gets worse as your group chats grow. The fix most real apps…

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