Tired of CI catching issues your editor never warned you about? In this lesson, you’ll wire VS Code to behave like your high‑fidelity docs pipeline—same rules, same scripts, same results—so reviews focus on substance, not commas. You’ll get a crisp walkthrough of the problem and target outcomes, the exact extension stack to install, workflow and CI parity configuration, and an operating loop with metrics. Expect clear explanations, concrete examples, and short exercises (MCQs, fill‑in‑the‑blank, error fixes) to lock in parity, clarity, and speed.