The Cheap Way to Add AI Review to CI: Small Local Models Plus Prompt Caching

«I wired an AI code reviewer into CI, felt clever, and then looked at the bill after a busy week of PRs. Every push, every commit, sending full diffs to a big frontier model. It added up faster than I expected, and most o...»