Quick personal note: I'm a finalist in three categories in the DevOps Dozen 2026 — DevOps Advocate of the Year, Best End-User Application of AI in Software Delivery, and Best DevOps Community Program or Event. The Cost Per Correct series started here on DEV. Winners are decided 60% by judges and 40% by public vote, open through December 31 — if the work has been useful to you, I'd appreciate your vote: https://devopsdozen.com/vote.html