concurrency

Async, concurrency, and parallelism answer different questions. Async avoids blocking during I/O waits, concurrency keeps independent operations moving in the same period, and parallelism spreads CPU-bound calculations across cores.

The distinction guides the implementation: use async for external waits, concurrency when independent waits can overlap, and parallelism only after measurement identifies a CPU bottleneck.