Enterprise dev teams are about to hit a wall. And CI pipelines can’t save them.

Code generation has accelerated, but validation speed has not kept up in enterprises.

CI pipelines that run after PRs are opened are too slow for agent-driven workflows.

Kubernetes sandboxes using service meshes can provide fast, low-cost runtime validation.

Platform teams must offer deterministic, governed, composable validation services for agents.

Validation inside the development loop is necessary to avoid deployment bottlenecks.