Keep AI-generated code consistent across tools with repository instructions, continuous integration checks and pull-request evidence before every merge.
AI workflow automation hands an agent a whole job instead of a single step. It only ships software if you write the limits before the first run and check your delivery metrics after.
Coding agents, workflows, orchestration and platforms do four different jobs, and swapping one for another surfaces in production as an incident no test suite predicted.