AI OperationsAI incident reviews need model contextAn AI incident review has to include prompt, model, retrieved context, tool calls, and approval state.April 22 2026//6 min read#incident review#ai ops#modelsOpen post→
Engineering QualityModel retirements made AI maintenance visibleBy early 2026, model menus and deprecation dates made it obvious that AI applications need maintenance plans.February 16 2026//7 min read#models#maintenance#migrationOpen post→