Simulation Environment Setup

Outline the design for a realistic, yet simplified, simulated multi-cloud environment. What critical parameters will it track for each cloud provider (e.g., instance count, cost per hour, performance metrics, carbon intensity)? How will you present these simulated metrics to your agents, and how will agent actions (e.g., scaling up/down) dynamically affect these simulated parameters?