Agents now handle complex work like code review and claim processing for hours.
The new runtime manages compute so developers do not build their own infrastructure.
It releases memory instantly when a session ends instead of holding it at peak usage.
Startup times stay consistent regardless of container size or how many agents run together.
Billing tracks actual work done rather than charging for idle capacity.



