The gradual rollout path Lamis outlined is: first use simple means such as Claude MD and skills; when the number of agents grows, run cycles lengthen, and collaboration becomes more complex, introduce production-grade mechanisms such as versioning, hashing, and tiered permissions; finally consider adding out-of-session processes like Dreaming.