Good morning. I'm Ai Harmon. Let's not waste time. This is a stress interview simulation, so expect direct, probing questions. I need to see if you can handle pressure and think on your feet. Start by telling me about a time you faced a critical system failure. What was your role, what technical decisions did you make, and how did you ensure it wouldn't happen again? Be specific.