diff --git a/go.sum b/go.sum
index 2b24975..e9c0315 100644
--- a/go.sum
+++ b/go.sum
@@ -1021,8 +1021,6 @@ k8s.io/sample-apiserver v0.22.2/go.mod h1:h+/DIV5EmuNq4vfPr5TSXy9mIBVXXlPAKQMPbj
 k8s.io/system-validators v1.5.0/go.mod h1:bPldcLgkIUK22ALflnsXk8pvkTEndYdNuaHH6gRrl0Q=
 k8s.io/utils v0.0.0-20240102154912-e7106e64919e h1:eQ/4ljkx21sObifjzXwlPKpdGLrCfRziVtos3ofG/sQ=
 k8s.io/utils v0.0.0-20240102154912-e7106e64919e/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
-kusionstack.io/kube-api v0.7.4 h1:9fM+SZtYvuVn5L/DuG7oAC+Z17uSDAeVbiAfjugI3SQ=
-kusionstack.io/kube-api v0.7.4/go.mod h1:e1jtrQH2LK5fD2nTyfIXG6nYrYbU8VXShRxTRwVPaLk=
 kusionstack.io/kube-api v0.7.5-0.20251222101808-6d5bc2b4ac64 h1:iXxFN0KuDBLRlTs5lJgFBSitzSVn9kiV2l0uZZZo6Dg=
 kusionstack.io/kube-api v0.7.5-0.20251222101808-6d5bc2b4ac64/go.mod h1:e1jtrQH2LK5fD2nTyfIXG6nYrYbU8VXShRxTRwVPaLk=
 kusionstack.io/kube-utils v0.2.1-0.20251125083928-1134a582b341 h1:dnMtHJvIpU3338WpqGiNN2qXWZFiXaoiuzR9jwhvWpg=
diff --git a/pkg/controllers/rollout/event_handler.go b/pkg/controllers/rollout/event_handler.go
index 385d06c..13aa7a2 100644
--- a/pkg/controllers/rollout/event_handler.go
+++ b/pkg/controllers/rollout/event_handler.go
@@ -19,9 +19,11 @@ import (
 	"reflect"
 
 	"github.com/go-logr/logr"
+	"k8s.io/apimachinery/pkg/api/errors"
 	"k8s.io/apimachinery/pkg/runtime"
 	"k8s.io/apimachinery/pkg/runtime/schema"
 	"k8s.io/apimachinery/pkg/types"
+	"kusionstack.io/kube-api/rollout"
 	rolloutv1alpha1 "kusionstack.io/kube-api/rollout/v1alpha1"
 	"kusionstack.io/kube-utils/multicluster/clusterinfo"
 	"sigs.k8s.io/controller-runtime/pkg/client"
@@ -71,32 +73,44 @@ func getRolloutForWorkload(
 	logger logr.Logger,
 	workloadInfo *workload.Info,
 ) (*rolloutv1alpha1.Rollout, error) {
-	rList := &rolloutv1alpha1.RolloutList{}
 	ctx := clusterinfo.WithCluster(context.TODO(), clusterinfo.Fed)
+
+	// fast path: get rollout by name from workload annotation
+	if rolloutName := workloadInfo.Annotations[rollout.AnnoRolloutName]; rolloutName != "" {
+		r := &rolloutv1alpha1.Rollout{}
+		if err := reader.Get(ctx, types.NamespacedName{Namespace: workloadInfo.Namespace, Name: rolloutName}, r); err != nil {
+			if errors.IsNotFound(err) {
+				return nil, nil
+			}
+			return nil, err
+		}
+		return r, nil
+	}
+
+	// fallback: list rollouts and match
+	rList := &rolloutv1alpha1.RolloutList{}
 	if err := reader.List(ctx, rList, client.InNamespace(workloadInfo.Namespace)); err != nil {
 		logger.Error(err, "failed to list rollouts")
 		return nil, err
 	}
 
 	for i := range rList.Items {
-		rollout := rList.Items[i]
-		workloadRef := rollout.Spec.WorkloadRef
+		rolloutObj := rList.Items[i]
+		workloadRef := rolloutObj.Spec.WorkloadRef
 		refGV, err := schema.ParseGroupVersion(workloadRef.APIVersion)
 		if err != nil {
-			logger.Error(err, "failed to parse rollout workload ref group version", "rollout", rollout.Name, "apiVersion", workloadRef.APIVersion)
+			logger.Error(err, "failed to parse rollout workload ref group version", "rollout", rolloutObj.Name, "apiVersion", workloadRef.APIVersion)
 			continue
 		}
 		refGVK := refGV.WithKind(workloadRef.Kind)
 
 		if !reflect.DeepEqual(refGVK, workloadInfo.GroupVersionKind) {
-			// group version kind not match
-			// logger.Info("gvk not match", "gvk", workloadInfo.GVK.String(), "refGVK", refGVK)
 			continue
 		}
 
 		macher := workload.MatchAsMatcher(workloadRef.Match)
 		if macher.Matches(workloadInfo.ClusterName, workloadInfo.Name, workloadInfo.Labels) {
-			return &rollout, nil
+			return &rolloutObj, nil
 		}
 	}
 
@@ -122,12 +136,12 @@ func enqueueRolloutForStrategyHandler(
 		}
 		name := strategy.GetName()
 
-		for _, rollout := range rList.Items {
-			if rollout.Spec.StrategyRef == name {
+		for _, rolloutObj := range rList.Items {
+			if rolloutObj.Spec.StrategyRef == name {
 				result = append(result, reconcile.Request{
 					NamespacedName: types.NamespacedName{
-						Namespace: rollout.Namespace,
-						Name:      rollout.Name,
+						Namespace: rolloutObj.Namespace,
+						Name:      rolloutObj.Name,
 					},
 				})
 			}
diff --git a/pkg/workload/info.go b/pkg/workload/info.go
index 2b9074b..7598bae 100644
--- a/pkg/workload/info.go
+++ b/pkg/workload/info.go
@@ -80,10 +80,11 @@ func NewInfo(cluster string, gvk schema.GroupVersionKind, obj client.Object, sta
 	return &Info{
 		ClusterName: cluster,
 		ObjectMeta: metav1.ObjectMeta{
-			Namespace:  obj.GetNamespace(),
-			Name:       obj.GetName(),
-			Labels:     obj.GetLabels(),
-			Generation: obj.GetGeneration(),
+			Namespace:   obj.GetNamespace(),
+			Name:        obj.GetName(),
+			Labels:      obj.GetLabels(),
+			Generation:  obj.GetGeneration(),
+			Annotations: obj.GetAnnotations(),
 		},
 		GroupVersionKind: gvk,
 		Status:           status,