One Pipeline, Four Test Frameworks — Designing CI/CD That Doesn't
Slow You Down
1. The Problem
I hit this exact problem when my pipeline took 18 minutes per push. My stack required running Vitest for the Next.js frontend, pytest with testcontainers for the FastAPI backend, Playwr
