AI use case

Patch a critical server flaw fast and test the fix with simulated attacks

When a severe PHP vulnerability started being exploited, the Internet Archive's operations team used Claude to write fixes for their older PHP versions and local models to run simulated attacks before deploying. They were back online on updated versions after a short outage.