I recently interviewed candidates for an AI Engineer role. Here's what actually helped people, what quietly hurt them, and a few things I wish someone had told every candidate before they joined the call.
How Anthropic, OpenAI and Google price tokens, why cached and batched tokens are cheaper, how to route for cache hits, and the easy-to-miss bugs (timestamps, unsorted JSON, reordered tools) that quietly wreck your hit rate.