yeah that makes sense. regex catches the surface-level stuff fast, but logic bugs and spec drift need something smarter. the AI layer on top of deterministic checks is a good approach.

vibecheck is intentionally the dumb fast pass, sounds like caliper handles the deeper analysis. will check it out.