Cloud cost discipline without slowing engineering down
Most overspend is architectural, not behavioural. Tagging, right-sizing and one honest review each quarter.
Cloud bills rarely balloon because engineers are careless. They balloon because an early architectural decision — an oversized instance class, a chatty cross-region call, an unpartitioned table — quietly scales with the business.
The remedy is boring and effective: tag everything by service and environment, right-size against real observed load rather than a launch-week guess, and hold one honest cost review a quarter with engineers in the room.
Done this way, cost work becomes an architecture conversation instead of a blame conversation — and it usually improves performance at the same time.
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