Episode Details

Dynamic workflows are changing AI coding from one long agent chat into structured orchestration. This episode explains planner, implementer, adversarial reviewer, and verifier packets; why ultracode-style workflows can get expensive; and how model routing through an API gateway helps teams control cost, latency, and evidence.