diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d10593d..03a8ceb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -18,7 +18,7 @@ repos:
         args: ["--autofix", "--indent=2", "--no-sort-keys"]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.16.4
+    rev: v0.16.5
     hooks:
       - id: ruff-check
         args: ["--fix"]
diff --git a/docs/source/GSoC/Benchmarking.md b/docs/source/GSoC/Benchmarking.md
index af91bf6..58fec8b 100644
--- a/docs/source/GSoC/Benchmarking.md
+++ b/docs/source/GSoC/Benchmarking.md
@@ -67,9 +67,7 @@ from pathlib import Path
 from echoshader import echogram
 
 MVBS_ds = xr.open_mfdataset(
-    str('test_admin.nc'),
-    data_vars='minimal', coords='minimal',
-    combine='by_coords'
+    str("test_admin.nc"), data_vars="minimal", coords="minimal", combine="by_coords"
 )
 
 pn = echogram.panel