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Consistent Hashing

2 posts tagged consistent-hashing. clear filter

September 2026
  • 20
    How a cold cache slice after adding a hash-ring node overloaded the DB
    day 16 · Distributed Systems in 30 Days

    Consistent hashing promises that adding a node only moves 1/N of your keys — nobody tells you what happens in the gap before that node has anything cached, and why the same trap is even nastier in front of an LLM inference fleet.

  • 16
    Why Rebalancing Agent Sessions Raises Your Token Bill
    day 14 · One Concept a Day — The AI-Era Engineer's Glossary

    Consistent hashing was built to make moving a cache key cheap — but an agent session isn't a cache key, and treating it like one turns every routine scale-up into a silent, expensive case of amnesia.