diff --git a/vello_tests/snapshots/rounded_rectangle_watertight.png b/vello_tests/snapshots/rounded_rectangle_watertight.png
new file mode 100644
index 00000000..5452c760
--- /dev/null
+++ b/vello_tests/snapshots/rounded_rectangle_watertight.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c8d031525fa9a146c43eb0b51bedf5aa7ed69af6dcb6acdef3e28e020b41c23
+size 821
diff --git a/vello_tests/src/lib.rs b/vello_tests/src/lib.rs
index e9791059..f9b3c1c1 100644
--- a/vello_tests/src/lib.rs
+++ b/vello_tests/src/lib.rs
@@ -16,7 +16,7 @@ use vello::wgpu::{
     self, BufferDescriptor, BufferUsages, CommandEncoderDescriptor, Extent3d, ImageCopyBuffer,
     TextureDescriptor, TextureFormat, TextureUsages,
 };
-use vello::{block_on_wgpu, util::RenderContext, RendererOptions, Scene};
+use vello::{block_on_wgpu, util::RenderContext, AaConfig, RendererOptions, Scene};
 
 mod compare;
 mod snapshot;
@@ -32,6 +32,7 @@ pub struct TestParams {
     pub base_colour: Option<Color>,
     pub use_cpu: bool,
     pub name: String,
+    pub anti_aliasing: AaConfig,
 }
 
 impl TestParams {
@@ -42,6 +43,7 @@ impl TestParams {
             base_colour: None,
             use_cpu: false,
             name: name.into(),
+            anti_aliasing: AaConfig::Area,
         }
     }
 }
@@ -87,7 +89,7 @@ pub async fn get_scene_image(params: &TestParams, scene: &Scene) -> Result<Image
             surface_format: None,
             use_cpu: params.use_cpu,
             num_init_threads: NonZeroUsize::new(1),
-            antialiasing_support: vello::AaSupport::area_only(),
+            antialiasing_support: std::iter::once(params.anti_aliasing).collect(),
         },
     )
     .or_else(|_| bail!("Got non-Send/Sync error from creating renderer"))?;
@@ -97,7 +99,7 @@ pub async fn get_scene_image(params: &TestParams, scene: &Scene) -> Result<Image
         base_color: params.base_colour.unwrap_or(Color::BLACK),
         width,
         height,
-        antialiasing_method: vello::AaConfig::Area,
+        antialiasing_method: params.anti_aliasing,
         debug: vello::DebugLayers::none(),
     };
     let size = Extent3d {
diff --git a/vello_tests/tests/regression.rs b/vello_tests/tests/regression.rs
new file mode 100644
index 00000000..9b80e658
--- /dev/null
+++ b/vello_tests/tests/regression.rs
@@ -0,0 +1,23 @@
+// Copyright 2024 the Vello Authors
+// SPDX-License-Identifier: Apache-2.0 OR MIT
+
+use vello::{
+    kurbo::{Affine, RoundedRect, Stroke},
+    peniko::Color,
+    AaConfig, Scene,
+};
+use vello_tests::{snapshot_test_sync, TestParams};
+
+#[test]
+#[cfg_attr(skip_gpu_tests, ignore)]
+fn rounded_rectangle_watertight() {
+    let mut scene = Scene::new();
+    let rect = RoundedRect::new(60.0, 10.0, 80.0, 30.0, 10.0);
+    let stroke = Stroke::new(2.0);
+    scene.stroke(&stroke, Affine::IDENTITY, Color::WHITE, None, &rect);
+    let mut params = TestParams::new("rounded_rectangle_watertight", 70, 30);
+    params.anti_aliasing = AaConfig::Msaa16;
+    snapshot_test_sync(scene, &params)
+        .unwrap()
+        .assert_mean_less_than(0.001);
+}