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Code RoomPresence system at scale
HardPrep Room Coding #3395

Presence system at scale

System designDistributed systemsMid–Senior~45 min

Design a presence system (online / idle / offline + 'typing…') for a workplace chat app with 100M users and large orgs where one user may have 5,000 contacts/teammates whose status they can see. Presence changes constantly (every tab switch, every keypress for 'typing'), and a naive fan-out — broadcast every change to every watcher — would be a write amplification disaster. How do you track and distribute presence at this scale with sub-second freshness but bounded cost?

What a strong answer looks like

Clarify scale and constraints first. Propose a clean component breakdown, then go deep on the hard parts (data model, bottlenecks, consistency, failure modes) and name the trade-offs you are making.

Clarify5:00 left
Estimate5:00 planned
Design15:00 planned
Deep dive12:00 planned
Failure8:00 planned
0:00
Which questions mattered is sealed until you submit. Telling you now would just be handing over the edge cases.