(updated on 10.19.2026) You’re cruising through a behavioral round. You’ve told your conflict story, your missed-deadline story, your proudest-project story. Then the interviewer leans in and asks something you didn’t prep for: “Tell me about a time you caught AI being wrong.” Wait, what? Fear not. You’re not the only one getting this curveball. Now […]

(updated on 10.15.2026) You open the interview link expecting a blank editor and a classic array problem. Instead, the interviewer shares a repo. Twelve files. A failing test. A short note: “Users say the checkout total is sometimes wrong. Can you find out why and fix it?” Your stomach drops a little. Where do you

Apple lets each team run its own loop and the hiring manager decide, while Microsoft runs a more standardized, values-based loop. Here’s how they differ, what fit means at each, and how to prep for both.

Some Microsoft loops now include a Copilot-assisted coding round next to classic no-AI rounds. Here’s what interviewers score when AI is on, the red flags to avoid, and how to keep your fundamentals sharp.