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How to Make Autocomplete Feel Instant Across 240 Million Domains
web performance Aug 31, 2026 6 min read

How to Make Autocomplete Feel Instant Across 240 Million Domains

A large autocomplete system does not need literal zero-millisecond responses to feel instant. By prefetching on keydown and combining a trie with a disk-backed index, you can hide network and search costs inside the time users spend typing.

by ahsan
#autocomplete #caching #data-structures #dns #web performance

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