concurrent i/o

Asyncio vs Threads: I/O Concurrency Lab with Real Numbers

Hands-on asyncio vs ThreadPool lab: sleep 58.7× vs 44×; delayed TCP 13.8× vs serial; fast-echo trap loses; CPU flat. Real localhost numbers, no Docker.