diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 826bff41..51a5e799 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,16 +10,16 @@ repos:
   - id: check-added-large-files
     args: ["--maxkb=4000"]
 - repo: https://github.com/psf/black
-  rev: 25.12.0
+  rev: 26.1.0
   hooks:
   - id: black
 - repo: https://github.com/pycqa/isort
-  rev: 7.0.0
+  rev: 8.0.0
   hooks:
   - id: isort
     args: ["--profile", "black", "--filter-files"]
 - repo: https://github.com/MarcoGorelli/cython-lint
-  rev: v0.18.1
+  rev: v0.19.0
   hooks:
   - id: cython-lint
   - id: double-quote-cython-strings
@@ -54,7 +54,7 @@ repos:
     - id: mypy
       additional_dependencies: [types-setuptools]
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.14.11
+  rev: v0.15.2
   hooks:
     - id: ruff
       args: ["--config", "python/pyproject.toml"]
diff --git a/dev/prepare_pypi_release.py b/dev/prepare_pypi_release.py
index 4b440885..175d8aa6 100644
--- a/dev/prepare_pypi_release.py
+++ b/dev/prepare_pypi_release.py
@@ -115,13 +115,11 @@ def download_py_packages(version_str: str, commit_hash: str) -> None:
             ext="tar.gz",
         )
         print(f"List of downloaded sdist: {filenames}\n")
-    print(
-        """
+    print("""
 Following steps should be done manually:
 - Upload pypi package by `python -m twine upload python/dist/* for all wheels.
 - Check the uploaded files on `https://pypi.org/project/treelite/<VERSION>/#files` and `pip
-  install treelite==<VERSION>` """
-    )
+  install treelite==<VERSION>` """)
 
 
 def check_path():