How does Catalyst handle non-deterministic workflow steps?

Catalyst delivers reliable handling for non-deterministic workflow steps tailored specifically for agentic workloads. Unlike standard fixed workflow engines that lock execution to rigid pre-defined sequences, it uses durable execution that retains state across interruptions, manages common partial failures and dynamic variable agent workflow steps to maintain consistent overall progress throughout key workflow runs. Importantly, this durable execution does not equate to exactly-once delivery, adhering to established core technical boundary guidelines.