May 20, 20261 min
Claiming, not caching — singleflight on Modal
Three cache layers in front of an entity-resolution database — in-process LRU, Modal Dict, and the database itself. A distributed lock plus Queue-coordinated notify collapses 50 concurrent containers into one database round-trip per key. With code, animated diagrams, and an interactive simulator.