diff --git a/frontend/src/components/Dashboard/DashboardView.tsx b/frontend/src/components/Dashboard/DashboardView.tsx
index 0157d19..d92c007 100644
--- a/frontend/src/components/Dashboard/DashboardView.tsx
+++ b/frontend/src/components/Dashboard/DashboardView.tsx
@@ -9,13 +9,7 @@ import { cn } from "@/lib/utils"
 import "./dashboard.css"
 import { WidgetBody, WidgetFrame, widgetIssue } from "./widgets"
 
-/**
- * A dashboard, plus the settings the generated client does not carry yet.
- *
- * `columns` is stored by the backend but the SDK is regenerated on its own
- * schedule, so it is widened here rather than waited for.
- */
-export type Dashboard = DashboardDef_Output & { columns?: number }
+export type Dashboard = DashboardDef_Output
 
 /** How many columns a wall panel is cut into, if the document does not say. */
 export const DEFAULT_COLUMNS = 12
diff --git a/frontend/src/components/Flow/FlowDock.tsx b/frontend/src/components/Flow/FlowDock.tsx
index 59d567a..3f72d90 100644
--- a/frontend/src/components/Flow/FlowDock.tsx
+++ b/frontend/src/components/Flow/FlowDock.tsx
@@ -9,6 +9,7 @@ import {
   Play,
   PlayCircle,
   Plus,
+  StepForward,
   WifiOff,
   ZoomIn,
   ZoomOut,
@@ -62,6 +63,8 @@ export function FlowDock({
   onAddNode,
   onRun,
   onTogglePause,
+  onStep,
+  stepping,
   onFocusNode,
   onEditFlow,
   onPublish,
@@ -79,6 +82,8 @@ export function FlowDock({
   onAddNode: () => void
   onRun: () => void
   onTogglePause: () => void
+  onStep: () => void
+  stepping: boolean
   onFocusNode: (nodeId: string) => void
   onEditFlow: () => void
   onPublish: () => void
@@ -214,6 +219,25 @@ export function FlowDock({
         </TooltipContent>
       </Tooltip>
 
+      {paused && enabled ? (
+        <Tooltip>
+          <TooltipTrigger asChild>
+            <Button
+              variant="ghost"
+              size="icon"
+              className="size-11 text-muted-foreground md:size-8"
+              onClick={onStep}
+              disabled={stepping}
+              aria-label="Step the flow"
+              data-testid="step-flow"
+            >
+              <StepForward />
+            </Button>
+          </TooltipTrigger>
+          <TooltipContent>Let one held-back item through</TooltipContent>
+        </Tooltip>
+      ) : null}
+
       <Tooltip>
         <TooltipTrigger asChild>
           <span>
diff --git a/frontend/src/components/Flow/FlowEditor.tsx b/frontend/src/components/Flow/FlowEditor.tsx
index ff723fd..9edea38 100644
--- a/frontend/src/components/Flow/FlowEditor.tsx
+++ b/frontend/src/components/Flow/FlowEditor.tsx
@@ -211,7 +211,7 @@ function FlowEditorInner({
 }) {
   const navigate = useNavigate()
   const queryClient = useQueryClient()
-  const { showErrorToast } = useCustomToast()
+  const { showErrorToast, showSuccessToast } = useCustomToast()
   const { screenToFlowPosition, fitView } = useReactFlow()
   const updateNodeInternals = useUpdateNodeInternals()
 
@@ -507,6 +507,13 @@ function FlowEditorInner({
     onError: () => showErrorToast("The flow could not be paused."),
   })
 
+  const stepMutation = useMutation({
+    mutationFn: () => FlowsService.stepFlow({ name: flowName }),
+    // Says which node ran, or that nothing was held back — both are answers.
+    onSuccess: (result) => showSuccessToast(result.message),
+    onError: () => showErrorToast("The flow could not be stepped."),
+  })
+
   const deleteMutation = useMutation({
     mutationFn: () => FlowsService.deleteFlow({ name: flowName }),
     onSuccess: () => {
@@ -970,6 +977,8 @@ function FlowEditorInner({
             runMutation.mutate()
           }}
           onTogglePause={() => pauseMutation.mutate(!paused)}
+          onStep={() => stepMutation.mutate()}
+          stepping={stepMutation.isPending}
           onFocusNode={focusNode}
         />
       </div>