diff --git a/pkg/client/deploy/operation.go b/pkg/client/deploy/operation.go
index 7e458296..fee69cda 100644
--- a/pkg/client/deploy/operation.go
+++ b/pkg/client/deploy/operation.go
@@ -95,7 +95,10 @@ func (o *RemoveContainerOperation) Execute(ctx context.Context, cli Client) erro
 	if err := cli.StopContainer(ctx, o.ServiceID, o.ContainerID, container.StopOptions{}); err != nil {
 		return fmt.Errorf("stop container: %w", err)
 	}
-	if err := cli.RemoveContainer(ctx, o.ServiceID, o.ContainerID, container.RemoveOptions{}); err != nil {
+	if err := cli.RemoveContainer(ctx, o.ServiceID, o.ContainerID, container.RemoveOptions{
+		// Remove anonymous volumes created by the container.
+		RemoveVolumes: true,
+	}); err != nil {
 		return fmt.Errorf("remove container: %w", err)
 	}
 
diff --git a/pkg/client/service.go b/pkg/client/service.go
index fa1b4766..2b28dbd2 100644
--- a/pkg/client/service.go
+++ b/pkg/client/service.go
@@ -251,7 +251,10 @@ func (cli *Client) RemoveService(ctx context.Context, id string) error {
 				return
 			}
 
-			err = cli.RemoveContainer(ctx, svc.ID, mc.Container.ID, container.RemoveOptions{})
+			err = cli.RemoveContainer(ctx, svc.ID, mc.Container.ID, container.RemoveOptions{
+				// Remove anonymous volumes created by the container.
+				RemoveVolumes: true,
+			})
 			if err != nil && !errors.Is(err, api.ErrNotFound) {
 				errCh <- fmt.Errorf("remove container '%s': %w", mc.Container.ID, err)
 			}