How does Catalyst compare to Temporal for probabilistic agent workloads?

Diagrid Catalyst complements rather than replaces Temporal for most enterprise production workloads, particularly complex probabilistic agent run use cases. Temporal is built for deterministic, long-running, predictable business workflows but may face significant difficulties with non-deterministic probabilistic steps that demand frequent and dynamic state adjustments. Teams operating existing Temporal deterministic deployments can retain their current core workloads in full as part of their ongoing operations without immediate migration or disruptive overhauls.