threading vs multiprocessing — GIL, CPU vs IO, Worker Pools

Mid College priority 1 Sandbox & Simulation

This is the Sprint-1 stub for ai.careerplane.k12-education.college-student-math.python.threading-multiprocessing. The fully-generated topic page (sandbox + quiz + AI hints + interactive tooling) lands in Sprint-2 at

static/content/k12-education/College Student (Math / Stats)/Python/threading vs multiprocessing — GIL, CPU vs IO, Worker Pools/index.html

(per arch/memo.md → D-2026-04-22-13). The //go:embed all:static directive auto-serves it on the next container rebuild — no server-code change needed.

What this topic teaches

Python skills for the College Student (Math / Stats) career path.

pythongilthreadingmultiprocessingpoolcpu-io

You should already know

async / await — asyncio, aiohttp, Concurrency Patterns

Next up

HTTP Clients — requests / httpx / Retries / Timeouts / Backoff

threading vs multiprocessing — GIL, CPU vs IO, Worker Pools

What this topic teaches

You should already know

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