→ Simplify virtual machine scaling by automating creation, start, and stop operations; the agent uses API calls to create and manage VMs seamlessly.  → Enhance network security by automating the creation and deletion of security groups and rules; this ensures dynamic access control through precise API-driven management.  → Streamline load balancer management by automating registration and deregistration of backend machines, leveraging load balancer-specific APIs to maintain optimal traffic distribution.