G3 | DIARIES on Instagram: "How Instagram handles massive likes : 1. Instagram never updates the database directly for every like. 2. A like request is validated and acknowledged instantly to keep UX fast. 3. Likes are counted using distributed in-memory counters (Redis-like systems). 4. Counters are sharded, so load is spread across many servers, not one hot row. 5. Each like triggers an atomic increment in memory (lock-free, microsecond latency). 6. At the same time, a like event is published
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G3 | DIARIES on Instagram: "How Instagram handles massive likes : 1. Instagram never updates the database directly for every like. 2. A like request is validated and
95 likes, 7 comments - itachi.gayathri on February 6, 2026: "How Instagram handles massive likes :\t1.\tInstagram never updates the database directly for every like.\t2.\tA like request is validated and acknowledged instantly to keep UX fast.\t3.\tLikes are counted using distributed in-memory counters (Redis-like systems).\t4.\tCounters are ...
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