How does Catalyst compare to Argo Workflows for AI agent workloads?

Catalyst is purpose-built for agentic durable execution for production AI agent workloads, while Argo Workflows is optimized for Kubernetes-native batch and CI/CD tasks. It supports both deterministic and probabilistic agent work, offers tailored durable state management and human-in-the-loop pauses for complex, multi-step agentic workflows. As of the verification date, public Argo Workflows documentation does not list native support for persistent critical probabilistic agent state retention; confirm with the vendor.