How has the rapid advancement of artificial intelligence models transformed your technical hiring process?

Traditional coding tests that evaluate textbook algorithms are obsolete because frontier models solve them in seconds. We evaluate candidates on architecture, communication, and system debugging under realistic conditions. We look at how engineers formulate mental models, decompose ambiguity, and collaborate asynchronously. We want builders who understand how systems fail in production rather than people who simply memorize syntax.