diff --git a/api/server/router/swarm/cluster_routes.go b/api/server/router/swarm/cluster_routes.go
index 8a77e300d6..f4469d1943 100644
--- a/api/server/router/swarm/cluster_routes.go
+++ b/api/server/router/swarm/cluster_routes.go
@@ -36,7 +36,7 @@ func (sr *swarmRouter) initCluster(ctx context.Context, w http.ResponseWriter, r
 	}
 	nodeID, err := sr.backend.Init(req)
 	if err != nil {
-		logrus.Errorf("Error initializing swarm: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error initializing swarm")
 		return err
 	}
 	return httputils.WriteJSON(w, http.StatusOK, nodeID)
@@ -62,7 +62,7 @@ func (sr *swarmRouter) leaveCluster(ctx context.Context, w http.ResponseWriter,
 func (sr *swarmRouter) inspectCluster(ctx context.Context, w http.ResponseWriter, r *http.Request, vars map[string]string) error {
 	swarm, err := sr.backend.Inspect()
 	if err != nil {
-		logrus.Errorf("Error getting swarm: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error getting swarm")
 		return err
 	}
 
@@ -114,7 +114,7 @@ func (sr *swarmRouter) updateCluster(ctx context.Context, w http.ResponseWriter,
 	}
 
 	if err := sr.backend.Update(version, swarm, flags); err != nil {
-		logrus.Errorf("Error configuring swarm: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error configuring swarm")
 		return err
 	}
 	return nil
@@ -127,7 +127,7 @@ func (sr *swarmRouter) unlockCluster(ctx context.Context, w http.ResponseWriter,
 	}
 
 	if err := sr.backend.UnlockSwarm(req); err != nil {
-		logrus.Errorf("Error unlocking swarm: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error unlocking swarm")
 		return err
 	}
 	return nil
@@ -136,7 +136,7 @@ func (sr *swarmRouter) unlockCluster(ctx context.Context, w http.ResponseWriter,
 func (sr *swarmRouter) getUnlockKey(ctx context.Context, w http.ResponseWriter, r *http.Request, vars map[string]string) error {
 	unlockKey, err := sr.backend.GetUnlockKey()
 	if err != nil {
-		logrus.WithError(err).Errorf("Error retrieving swarm unlock key")
+		logrus.WithContext(ctx).WithError(err).Debug("Error retrieving swarm unlock key")
 		return err
 	}
 
@@ -168,7 +168,7 @@ func (sr *swarmRouter) getServices(ctx context.Context, w http.ResponseWriter, r
 
 	services, err := sr.backend.GetServices(basictypes.ServiceListOptions{Filters: filter, Status: status})
 	if err != nil {
-		logrus.Errorf("Error getting services: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error getting services")
 		return err
 	}
 
@@ -194,7 +194,10 @@ func (sr *swarmRouter) getService(ctx context.Context, w http.ResponseWriter, r
 
 	service, err := sr.backend.GetService(vars["id"], insertDefaults)
 	if err != nil {
-		logrus.Errorf("Error getting service %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":      err,
+			"service-id": vars["id"],
+		}).Debug("Error getting service")
 		return err
 	}
 
@@ -218,7 +221,10 @@ func (sr *swarmRouter) createService(ctx context.Context, w http.ResponseWriter,
 	}
 	resp, err := sr.backend.CreateService(service, encodedAuth, queryRegistry)
 	if err != nil {
-		logrus.Errorf("Error creating service %s: %v", service.Name, err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":        err,
+			"service-name": service.Name,
+		}).Debug("Error creating service")
 		return err
 	}
 
@@ -254,7 +260,10 @@ func (sr *swarmRouter) updateService(ctx context.Context, w http.ResponseWriter,
 
 	resp, err := sr.backend.UpdateService(vars["id"], version, service, flags, queryRegistry)
 	if err != nil {
-		logrus.Errorf("Error updating service %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":      err,
+			"service-id": vars["id"],
+		}).Debug("Error updating service")
 		return err
 	}
 	return httputils.WriteJSON(w, http.StatusOK, resp)
@@ -262,7 +271,10 @@ func (sr *swarmRouter) updateService(ctx context.Context, w http.ResponseWriter,
 
 func (sr *swarmRouter) removeService(ctx context.Context, w http.ResponseWriter, r *http.Request, vars map[string]string) error {
 	if err := sr.backend.RemoveService(vars["id"]); err != nil {
-		logrus.Errorf("Error removing service %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":      err,
+			"service-id": vars["id"],
+		}).Debug("Error removing service")
 		return err
 	}
 	return nil
@@ -303,7 +315,7 @@ func (sr *swarmRouter) getNodes(ctx context.Context, w http.ResponseWriter, r *h
 
 	nodes, err := sr.backend.GetNodes(basictypes.NodeListOptions{Filters: filter})
 	if err != nil {
-		logrus.Errorf("Error getting nodes: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error getting nodes")
 		return err
 	}
 
@@ -313,7 +325,10 @@ func (sr *swarmRouter) getNodes(ctx context.Context, w http.ResponseWriter, r *h
 func (sr *swarmRouter) getNode(ctx context.Context, w http.ResponseWriter, r *http.Request, vars map[string]string) error {
 	node, err := sr.backend.GetNode(vars["id"])
 	if err != nil {
-		logrus.Errorf("Error getting node %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":   err,
+			"node-id": vars["id"],
+		}).Debug("Error getting node")
 		return err
 	}
 
@@ -334,7 +349,10 @@ func (sr *swarmRouter) updateNode(ctx context.Context, w http.ResponseWriter, r
 	}
 
 	if err := sr.backend.UpdateNode(vars["id"], version, node); err != nil {
-		logrus.Errorf("Error updating node %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":   err,
+			"node-id": vars["id"],
+		}).Debug("Error updating node")
 		return err
 	}
 	return nil
@@ -348,7 +366,10 @@ func (sr *swarmRouter) removeNode(ctx context.Context, w http.ResponseWriter, r
 	force := httputils.BoolValue(r, "force")
 
 	if err := sr.backend.RemoveNode(vars["id"], force); err != nil {
-		logrus.Errorf("Error removing node %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":   err,
+			"node-id": vars["id"],
+		}).Debug("Error removing node")
 		return err
 	}
 	return nil
@@ -365,7 +386,7 @@ func (sr *swarmRouter) getTasks(ctx context.Context, w http.ResponseWriter, r *h
 
 	tasks, err := sr.backend.GetTasks(basictypes.TaskListOptions{Filters: filter})
 	if err != nil {
-		logrus.Errorf("Error getting tasks: %v", err)
+		logrus.WithContext(ctx).WithError(err).Debug("Error getting tasks")
 		return err
 	}
 
@@ -375,7 +396,10 @@ func (sr *swarmRouter) getTasks(ctx context.Context, w http.ResponseWriter, r *h
 func (sr *swarmRouter) getTask(ctx context.Context, w http.ResponseWriter, r *http.Request, vars map[string]string) error {
 	task, err := sr.backend.GetTask(vars["id"])
 	if err != nil {
-		logrus.Errorf("Error getting task %s: %v", vars["id"], err)
+		logrus.WithContext(ctx).WithFields(logrus.Fields{
+			"error":   err,
+			"task-id": vars["id"],
+		}).Debug("Error getting task")
 		return err
 	}