This all reminds me of the differing experiences people had outsourcing coding in the 2010s when it was still called oDesk. You don’t need to read code, you just need to know that the code works. If something doesn’t show up as a problem it doesn’t need to be fixed, and reading code is the least efficient way to discover problems.
The only time I look at code is when something isn’t right and I ask for a root cause analysis. The LLM will show me some offending code or code for reference or evidence and then I quite often say “well that’s dumb you should do it like this instead” but I never need to actually go into the files. I do sometimes look at a git status or git diff.