Vladyslav Tripatkhi will discuss an approach that enables engineers to provision cloud workloads without requiring the involvement of the Cloud Infra team: what self-service looks like, what internally developed applications we use to achieve it, how we incentivize engineers to use our offerings, and how we deal with AWS instance capacity limits.