I would tell the LLM to write a custom rule/check for whatever the scenario is. Then when the CI gate is run, all my custom checks get deterministically run.

Elixir is where I prefer to build software, so it would be creating a custom Credo rule.

https://github.com/rrrene/credo

https://credo.hexdocs.pm/adding_checks.html