diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml
index db8b40e8..d35aea7f 100644
--- a/.github/workflows/cibuildwheel.yml
+++ b/.github/workflows/cibuildwheel.yml
@@ -21,6 +21,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
     - uses: actions/checkout@v6
+    - uses: astral-sh/setup-uv@v7
     - uses: actions/setup-python@v6
       with:
         python-version: '3.12'
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7cc67fb3..4756c859 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,13 +1,13 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.12.2
+    rev: v0.14.14
     hooks:
       - id: ruff-check
         args: [ --fix ]
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.16.1
+    rev: v1.19.1
     hooks:
     - id: mypy
       exclude: ^tests|^examples
@@ -16,3 +16,10 @@ repos:
       - types-PyYAML
       - types-requests
       - types-urllib3
+
+  - repo: local
+    hooks:
+      - id: ty
+        name: ty check
+        entry: uvx ty check . --ignore unresolved-import
+        language: python
diff --git a/pyproject.toml b/pyproject.toml
index 5b53c4b5..250a44d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ full = [  # complete package functionality
     "joblib >= 1.4.2",
     "matplotlib >= 3.9.2",
     "numba >= 0.61.0",
-    "tensorflow >= 2.17.0; python_version < '3.13'",
+    "tensorflow >= 2.17.0; python_version < '3.14'",
     "wfdb >= 4.2.0",
 ]
 
@@ -64,6 +64,7 @@ dev = [
     "pytest-cov >= 6.0.0",
     "ruff >= 0.8.0",
     "setuptools >= 72.1.0",
+    "ty>=0.0.13",
     "types-requests",
     "types-pyyaml",
 ]