Feature flags aren’t enough when the “feature” is a new optimizer or routing heuristic. Learn how to run fair, explainable experiments on fulfillment and logistics: backtests vs. live splits, guardrails, unit-economics attribution, and communicating wins (or honest losses) to non-technical stakeholders.