Set Up and Run Optimization Simulation

Create a simulation environment that mimics market fluctuations and ad requests. Run your CrewAI agent system within this simulation over multiple cycles (e.g., several simulated days or weeks). Collect detailed logs of agent decisions and the resulting simulated revenue and fill rates. Compare against a baseline (e.g., static pricing).