→ Automate enforcement of adaptive rate limits to mitigate abusive traffic patterns by automatically creating, updating, and deleting rate-limit policies via Shield’s API.  → Streamline WAF custom rule lifecycle management by autonomously reviewing AI recommendations and configuring custom firewall rules to protect web applications.  → Enhance security incident response by automatically retrieving event logs and metrics for specific shield zones to inform timely threat analysis and mitigation.