Leveraging pytest‑xdist for Parallel Test Execution: Architecture, Design, and Operational Safeguards
Parallel pytest‑xdist execution can cut CI wall‑time, but only if you isolate state, mark serial tests, and monitor workers. This guide outlines a minimal architecture, operational checks, failure modes, and when to rethink the design.