This is the Sprint-1 stub for ai.careerplane.k12-education.college-student-math.python.profiling-py-spy.
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/Profiling — cProfile / py-spy / memray / Sampling vs Instrumentation/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.
pythonprofilingcprofilepy-spymemrayperformance
Next up
subprocess — run / Popen, Pipes, Quoting, Timeouts, Shell Escaping