diff --git a/cli/app/logs.go b/cli/app/logs.go
index 7bb326e7..2057ebeb 100644
--- a/cli/app/logs.go
+++ b/cli/app/logs.go
@@ -30,7 +30,7 @@ var logOpts = types.ContainerLogsOptions{
 
 // stackLogs lists logs for all stack services
 func stackLogs(c *cli.Context, app config.App, client *dockerClient.Client) {
-	filters, err := app.Filters()
+	filters, err := app.Filters(true, false)
 	if err != nil {
 		logrus.Fatal(err)
 	}
diff --git a/cli/app/ps.go b/cli/app/ps.go
index e0c075ee..6d602cda 100644
--- a/cli/app/ps.go
+++ b/cli/app/ps.go
@@ -66,7 +66,7 @@ var appPsCommand = cli.Command{
 
 // showPSOutput renders ps output.
 func showPSOutput(c *cli.Context, app config.App, cl *dockerClient.Client) {
-	filters, err := app.Filters()
+	filters, err := app.Filters(true, true)
 	if err != nil {
 		logrus.Fatal(err)
 	}
diff --git a/cli/app/remove.go b/cli/app/remove.go
index a5ea805d..2810946c 100644
--- a/cli/app/remove.go
+++ b/cli/app/remove.go
@@ -65,7 +65,7 @@ var appRemoveCommand = cli.Command{
 			logrus.Fatalf("%s is still deployed. Run \"abra app undeploy %s\"", app.Name, app.Name)
 		}
 
-		fs, err := app.Filters()
+		fs, err := app.Filters(false, false)
 		if err != nil {
 			logrus.Fatal(err)
 		}
@@ -114,6 +114,11 @@ var appRemoveCommand = cli.Command{
 			logrus.Info("no secrets to remove")
 		}
 
+		fs, err = app.Filters(false, true)
+		if err != nil {
+			logrus.Fatal(err)
+		}
+
 		volumeListOKBody, err := cl.VolumeList(context.Background(), fs)
 		volumeList := volumeListOKBody.Volumes
 		if err != nil {
diff --git a/cli/app/secret.go b/cli/app/secret.go
index d3c555ec..5730cf77 100644
--- a/cli/app/secret.go
+++ b/cli/app/secret.go
@@ -216,7 +216,7 @@ Example:
 			logrus.Fatal(err)
 		}
 
-		filters, err := app.Filters()
+		filters, err := app.Filters(false, false)
 		if err != nil {
 			logrus.Fatal(err)
 		}
@@ -293,7 +293,7 @@ var appSecretLsCommand = cli.Command{
 			logrus.Fatal(err)
 		}
 
-		filters, err := app.Filters()
+		filters, err := app.Filters(false, false)
 		if err != nil {
 			logrus.Fatal(err)
 		}
diff --git a/cli/app/volume.go b/cli/app/volume.go
index c1c7fb9f..4d658432 100644
--- a/cli/app/volume.go
+++ b/cli/app/volume.go
@@ -26,7 +26,7 @@ var appVolumeListCommand = cli.Command{
 	Action: func(c *cli.Context) error {
 		app := internal.ValidateApp(c)
 
-		filters, err := app.Filters()
+		filters, err := app.Filters(false, true)
 		if err != nil {
 			logrus.Fatal(err)
 		}
@@ -80,7 +80,7 @@ Passing "--force/-f" will select all volumes for removal. Be careful.
 	Action: func(c *cli.Context) error {
 		app := internal.ValidateApp(c)
 
-		filters, err := app.Filters()
+		filters, err := app.Filters(false, true)
 		if err != nil {
 			logrus.Fatal(err)
 		}
diff --git a/pkg/config/app.go b/pkg/config/app.go
index 33029189..756d5efd 100644
--- a/pkg/config/app.go
+++ b/pkg/config/app.go
@@ -64,8 +64,13 @@ func (a App) StackName() string {
 	return stackName
 }
 
-// Filters retrieves exact app filters for querying the container runtime.
-func (a App) Filters() (filters.Args, error) {
+// Filters retrieves exact app filters for querying the container runtime. Due
+// to upstream issues, filtering works different depending on what you're
+// querying. So, for example, secrets don't work with regex! The caller needs
+// to implement their own validation that the right secrets are matched. In
+// order to handle these cases, we provide the `appendServiceNames` /
+// `exactMatch` modifiers.
+func (a App) Filters(appendServiceNames, exactMatch bool) (filters.Args, error) {
 	filters := filters.NewArgs()
 
 	composeFiles, err := GetAppComposeFiles(a.Recipe, a.Env)
@@ -80,7 +85,22 @@ func (a App) Filters() (filters.Args, error) {
 	}
 
 	for _, service := range compose.Services {
-		filter := fmt.Sprintf("^%s_%s", a.StackName(), service.Name)
+		var filter string
+
+		if appendServiceNames {
+			if exactMatch {
+				filter = fmt.Sprintf("^%s_%s", a.StackName(), service.Name)
+			} else {
+				filter = fmt.Sprintf("%s_%s", a.StackName(), service.Name)
+			}
+		} else {
+			if exactMatch {
+				filter = fmt.Sprintf("^%s", a.StackName())
+			} else {
+				filter = fmt.Sprintf("%s", a.StackName())
+			}
+		}
+
 		filters.Add("name", filter)
 	}