The update refines the Workflow Copilot documentation by clearly distinguishing between loop_over_parameter_key (for static parameters) and loop_variable_reference (for previous block outputs), complete with a “CRITICAL DISTINCTION” section and expanded examples. This should improve developer clarity and reduce misconfiguration errors, but reviewers should verify that the documentation stays in sync with the actual for_loop implementation and that the new examples cover all edge cases.