Cost surprises rarely come from a single expensive instance. They come from architecture that never had a cost model. ## Design for environments Every long-lived staging and developer sandbox needs an owner, a budget, and a shutdown policy. ## Watch data movement Egress and duplicated pipelines quietly dominate invoices. Map data flows early. ## Prefer paved paths Golden-path templates with right-sized defaults beat ad-hoc resource sprawl.