diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fbb54c8..236ffb2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,7 +9,7 @@ repos:
     -   id: check-yaml
     -   id: detect-private-key
 -   repo: https://github.com/tox-dev/pyproject-fmt
-    rev: "v2.26.0"
+    rev: "v2.28.2"
     hooks:
     -   id: pyproject-fmt
 -   repo: https://github.com/citation-file-format/cffconvert
@@ -39,7 +39,7 @@ repos:
     -   id: yamllint
         exclude: pre-commit-config.yaml
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.16.0"
+    rev: "v0.16.5"
     hooks:
     -   id: ruff-format
     -   id: ruff-check
diff --git a/README.md b/README.md
index a66cf3f..958fd6d 100644
--- a/README.md
+++ b/README.md
@@ -53,9 +53,7 @@ from ome_arrow import OMEArrow
 
 # Ingest a tif image through a convenient OME Arrow class
 # We can also ingest OME-Zarr or NumPy arrays.
-oa_image = OMEArrow(
-    data="your_image.tif"
-)
+oa_image = OMEArrow(data="your_image.tif")
 
 # Access the OME Arrow struct itself
 # (compatible with Arrow-compliant data storage).
diff --git a/docs/src/dlpack.md b/docs/src/dlpack.md
index 8648af9..e9cb32d 100644
--- a/docs/src/dlpack.md
+++ b/docs/src/dlpack.md
@@ -162,9 +162,7 @@ obj = OMEArrow("example.ome.parquet")
 view = obj.tensor_view(t=0, z=0)
 
 # Tile over spatial region.
-for cap in view.iter_dlpack(
-    tile_size=(256, 256), shuffle=True, seed=123, mode="numpy"
-):
+for cap in view.iter_dlpack(tile_size=(256, 256), shuffle=True, seed=123, mode="numpy"):
     tile = np.from_dlpack(cap)
     # tile shape: (C, Y, X) in CYX layout
 ```