Editor’s Note: The following is an article written for and published in DZone’s 2026 Trend Report, Platform Engineering and DevOps: How Internal Platforms, Developer Experience, and Modern DevOps Practices Accelerate Software Delivery.I am developing a reference guide for platform teams that want continuous optimization embedded directly into their internal developer platforms. In this proposed model, “done” means automated, full-stack tuning recommendations that fit safely and seamlessly into existing engineering workflows.