Is your CLAUDE.md file actually sabotaging your dev speed? A deep dive into five Laravel projects reveals that stripping away these AI instructions can double your coding velocity and slash token costs by half. However, the experiment also uncovered a fatal flaw: without specific guardrails, even the smartest models will skip tests and hallucinate outdated framework syntax.