What failure modes affect traditional workflow tools with agent work?

Traditional workflow tools often face critical failure modes when deployed for agentic workloads. They lack built-in durable execution for resuming runs after partial failures, cannot handle unpredictable branching, and do not persist state across extended runtimes. This only applies when using them outside their originally intended use cases.