None of this is meant to read as a technology checklist. The software engineering foundation exists so I can scope work realistically and hold a real trade-off conversation with engineering — not to position myself as a builder instead of a product manager. Each group below is the evidence behind a specific way that shows up: sharper discovery, more defensible prioritization, and faster, better-informed execution.