In my experience it's that they dump the code into a pull request and expect me to review it. So GenAI is great if someone else is doing the real work.
Unlike the author of the article I do get a ton of value from coding agents, but as with all tools they are less than useless when wielded incompetently. This becomes more damaging in an org that already has perverse incentives which reward performative slop over diligent and thoughtful engineering.
Most of my teams have been very allergic to assigning personal blame and management very focused on making sure everyone can do everything and we are always replaceable. So maybe I could phrase it like "X could help me with this" but saying X is responsible for the bug would be a no no.
I don't mind fixing bugs, but I do mind reckless practices that introduce them.
One of the most bizarre experiences I have had over this past year was dealing with a developer who would screen share a ChatGPT session where they were trying to generate a test payload with a given schema, getting something that didn't pass schema validation, and then immediately telling me that there must be a bug in the validator (from Apache foundation). I was truly out of words.