diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 27537657..31eea11f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,6 +12,7 @@ ci:
   skip:
     - actionlint
     - sphinx-lint
+    - strict-kwargs-fix
     - check-manifest
     - deptry
     - doc8
@@ -299,6 +300,16 @@ repos:
           - *uv_version
         stages: [pre-commit]
 
+      - id: strict-kwargs-fix
+        name: strict-kwargs
+        entry: uv run --extra=dev strict-kwargs fix
+        language: python
+        types_or: [python]
+        additional_dependencies:
+          - *uv_version
+        stages: [pre-commit]
+        require_serial: true
+
       - id: doc8
         name: doc8
         entry: uv run --extra=dev -m doc8
diff --git a/pyproject.toml b/pyproject.toml
index 6d5c70d4..453c885c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -76,6 +76,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
+    "strict-kwargs==2026.5.18.post1",
     "sybil==9.3.0",
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.