Typeahead: Index and Ranking Deep Dives
Typeahead system design deep dives on the index and ranking — prefix lists against tries and FSTs with measured sizes, best-first search, scores that decay per search, counting distinct shoppers with HyperLogLog, and a trending overlay that reacts within minutes.