Problem Extensions and Follow Up Questions

Evaluate how a candidate extends a baseline solution to handle new constraints or feature requests and how they analyze the impact of those changes. Topics include responding to what if scenarios adding performance targets handling scale or data growth adapting to additional correctness constraints and proposing incremental or architectural changes. Interviewers look for thoughtful trade off analysis complexity reasoning and practical incremental steps to evolve a solution.