>> As software engineers we don’t just crank out code—in fact these days you could argue that’s what the LLMs are for. We need to deliver code that works—and we need to include proof that it works as well.

I would go a step further: we need to deliver code that belongs. This means following existing patterns and conventions in the codebase. Without explicit instruction, LLMs are really bad at this, and it's one of the things that make it incredibly obvious to reviews that a given piece of code has been generated by AI.