Security Automation

Monthly PDF scans + post-breach discovery → continuous scanning, <5s detection, CI gates devs actually use.

Monthly PDF scans + post-breach discovery → continuous scanning, <5s detection, CI gates devs actually use. Production trade-offs, rollback, cost, and observability notes.