How do you effectively determine when your cloud infrastructure will exhaust its resources before a sudden traffic spike crashes the entire platform? Furthermore, site reliability engineering relies on data-driven forecasting to balance necessary system redundancy with strict corporate budget constraints. Why does proactive scaling remain a critical priority for modern engineering teams?