We will look at a couple of common scenarios where adding a couple of lines to your tests can future-proof your application from data loss when using Model Observers.
PHP
How to Stop an AI Agent from Destroying Your Laravel App
A practical post on hardening Laravel projects against destructive AI agent behavior. It walks through the PocketOS incident and shows concrete safeguards like deny rules, credential isolation, and production guardrails. Read more