AWS announced general availability of T8i burstable EC2 instances powered by custom sixth-generation Intel Xeon Scalable Processors, offering up to 30% better price performance than T3 instances for low-to-moderate CPU workloads. T8i instances provide up to 70% higher compute performance and seamless migration from T3, available across multiple AWS regions.
Spotify scaled AI adoption in its development workflow, increasing velocity but exposing quality challenges across content processing, fleet updates, and compute resources. The company identified issues like silent processing failures, capacity planning gaps, and automated change failures, implementing monitoring, prioritization, and safeguard improvements to maintain reliability at 777 million monthly users.