: Draft a clear value hypothesis and write User Stories to build a shared understanding of expected behavior.

For complex features, experienced teams often split their time to ensure high-quality delivery: Time Allocation Coding & Implementation

💡 : Follow the YAGNI (You Aren't Gonna Need It) rule—don't build extra complexity that the user didn't ask for. 📊 Recommended Planning Ratio

: Frame the problem and confirm it is worth solving through user research .