If you’ve ever managed AWS at scale, you know the story. Costs don’t explode overnight; they sneak up on you. The bill looks fine in the early days, but once more teams start spinning up workloads, the line item for EC2 begins climbing faster than anyone planned. Finance asks for answers, engineers shrug, and you start realizing...