Day 7: How to Release an AI Change Without Guessing

Day 7: How to Release an AI Change Without Guessing An architecture diagram generated by Archify. Change bundle · Prompt, model, index, policy · Architecture component Change bundle Prompt, model, index, policy Offline checks · Task quality and security · Architecture component Offline checks Task quality and security Release gate · Promote only if checks pass · Architecture component Release gate Promote only if checks pass Limited cohort · Small controlled exposure · Architecture component Limited cohort Small controlled exposure Live review · Compare quality and latency · Architecture component Live review Compare quality and latency Decision · Expand, pause, or roll back · Architecture component Decision Expand, pause, or roll back version results pass only observe criteria Legend Frontend Backend Database Cloud Security