Static analysis catches a meaningful slice of vulnerabilities before code ever reaches staging, but only if it runs where developers can’t ignore it.
Where to put the gate
Run the scanner on every pull request, not just on a nightly schedule. A finding that surfaces an hour after merge gets triaged; one that blocks the PR gets fixed.