Enterprise dev teams are about to hit a wall. And CI pipelines can’t save them.
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AI coding agents dramatically accelerate code generation, but enterprise validation infrastructure hasn't kept pace. CI pipelines triggered after PRs are too slow when agents produce multiple PRs per hour. The proposed solution uses Kubernetes-based ephemeral sandboxes powered by service meshes like Istio or Linkerd to give
Table of contents
The CI feedback loop is too lateThe complexity ceiling for agentsThe foundation: Kubernetes sandboxesFrom environments to validation toolingClosing the loopHow we are approaching this at SignadotSort: