workflow-automation

Multi-step workflows with human-in-the-loop approval are designed using spec-driven planning, where you define steps, dependencies, retry policies, and escalation paths before implementation to ensure robust error recovery.

Spec-driven workflow orchestration is the process of creating a formal specification for task coordination before writing code. You need it for complex business processes requiring idempotency, retries, timeouts, and parallel or linear execution patterns.

To add human checkpoints to browser automation workflows, you define optional human-in-the-loop approval steps within your formal workflow specification, allowing manual intervention during complex automated business processes.

Yes, you can execute parallel, linear, and event-driven workflow patterns. The approach enforces idempotent guarantees alongside configured retry policies and timeouts to reduce debugging time and operational risk.

The best way to handle task coordination and error recovery is to build a formal workflow specification capturing dependencies and escalation paths first, then implement code with built-in retries and optional human checkpoints.