Deployment and Runtime Optimization

Deployment begins only after an application has been fully created and approved.

At this point, the system treats the application as a fixed artifact and focuses on how it should run, not how it should be built.

The orchestration layer decides where and how the application runs based on declared goals such as availability, latency, cost limits, and compliance constraints.

Infrastructure is selected automatically across cloud, on-prem, and hybrid environments. Networking, scaling rules, and failover behavior are configured without manual setup.

Once running, the system continuously observes performance, cost, and reliability. If conditions change, execution is adjusted while preserving declared policies.

Optimization never changes application logic. It only changes how the application is operated.

This ensures stability for users while allowing the system to adapt to real-world conditions.