log analysis

A practical round that tests clean code and detection judgement together. The scored answer parses defensively, picks a signal that separates stuffing from a forgetful user, and names what it misses.

The first half is a Counter. The follow-up, an infinite stream and a memory cap, is the actual question: interviewers want a heavy-hitters algorithm and an honest statement of what it guarantees.