Whenever you're ready, walk me through how you'd approach this.
Can you walk me through your approach to this algorithmic problem? Please explain how you clarify requirements, identify an appropriate strategy, evaluate time and space complexity, and validate your solution. I am interested not only in the final answer, but also in how you communicate trade-offs, respond to ambiguity, and take ownership of correcting your approach when new information appears.