Even if they "solved" that, the problem is it's the LLM that "knows" it, not the team.

Which is really the same problem with coding.

The agentic model of it just taking over and doing everything is poisonous to effective long term team work.

We're well past the point where it's about the quality of the work they produce. It's the way they integrate (or rather, don't) into human practices.

See my edit on the right abstraction - how do we get humans able to collaborate with agents effectively, where knowledge flows both ways, without needing a human to read 10k LOC, or even just lots of long LLM responses, to follow along