diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9da435d4f..6c210987b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -32,10 +32,6 @@ repos:
       - id: docformatter
         additional_dependencies: [tomli]
         args: [--in-place, --config, ./pyproject.toml]
-  - repo: https://github.com/asottile/blacken-docs
-    rev: 1.18.0
-    hooks:
-      - id: blacken-docs
   - repo: https://github.com/pre-commit/mirrors-mypy
     rev: v1.11.2
     hooks:
diff --git a/pyproject.toml b/pyproject.toml
index ee28a896d..0182ba02f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -217,3 +217,6 @@ exclude = [
     "venv",
     "extras/"
 ]
+
+[tool.ruff.format]
+docstring-code-format = true