Redis at scale shines when patterns are chosen deliberately for event propagation, coordination, approximate analytics, atomicity, and durability. Pub/Sub vs Streams for event propagation, distributed locks with Redlock and contention handling, HyperLogLog and Bloom filters for cardinality/exists checks, Lua scripting for atomic multi-key operations, and snapshotting and AOF strategies for durab..