since-cutoff - Finds which APIs of your pinned Python dependencies changed after your coding agent's training cutoff, measures which of them the model actually gets wrong by type-checking its code ...

Formatting commands or bulk edits don't need to be done with apply_patch. Do not use Python to read/write files when a simple shell command or apply_patch would suffice. You may be in a dirty git ...