TL;DR: Now that nearly all of our new code is AI generated and overseen by humans, we’ve rebuilt our engineering interview loop to keep pace, testing how candidates direct AI, evaluate its output, and apply judgment where models fall short. This post documents three phases of that work: what changed, what the data showed, and what we’re still figuring out.
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