diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ccddcfcb..cf7fcff3 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,8 +1,3 @@
-ci:
-  autoupdate_schedule: quarterly
-
-default_stages: [pre-commit]
-
 default_install_hook_types: [pre-commit, commit-msg]
 
 repos:
@@ -40,3 +35,12 @@ repos:
         # MD041: first line in a file should be a top-level heading
         # MD034: bare URL used
         args: [--disable, MD013, MD033, MD041, MD034, '--']
+
+  - repo: local
+    hooks:
+      - id: ty
+        name: ty check
+        entry: ty check
+        language: python
+        types: [python]
+        additional_dependencies: [ty, torch, ase, mace-torch]
diff --git a/examples/tutorials/low_level_tutorial.py b/examples/tutorials/low_level_tutorial.py
index d0c96a8f..ee31a24f 100644
--- a/examples/tutorials/low_level_tutorial.py
+++ b/examples/tutorials/low_level_tutorial.py
@@ -67,12 +67,12 @@
     model=MaceUrls.mace_mpa_medium,
     return_raw_model=True,
     default_dtype=str(dtype).removeprefix("torch."),
-    device=device,
+    device=str(device),
 )
 
 # wrap the mace_mp model in the MaceModel class
 model = MaceModel(
-    model=loaded_model,
+    model=loaded_model,  # type: ignore[arg-type]
     device=device,
     compute_forces=True,
     compute_stress=True,
diff --git a/pyproject.toml b/pyproject.toml
index 1428e67b..6c720a5c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,7 +39,6 @@ dependencies = [
 test = [
     "ase>=3.26",
     "phonopy>=2.37.0",
-    "platformdirs>=4.0.0",
     "psutil>=7.0.0",
     "pymatgen>=2025.6.14",
     "pytest-cov>=6",
@@ -60,11 +59,11 @@ fairchem = ["fairchem-core>=2.7", "scipy<1.17.0"]
 docs = [
     "autodoc_pydantic==2.2.0",
     "furo==2024.8.6",
-    "ipython==8.34.0",
     "ipykernel==6.30.1",
+    "ipython==8.34.0",
     "jsonschema[format]",
-    "jupyterlab==4.3.4",
     "jupyter-core==5.8.1",
+    "jupyterlab==4.3.4",
     "jupytext==1.16.7",
     "myst_parser==4.0.0",
     "nbsphinx>=0.9.7",
@@ -148,27 +147,27 @@ conflicts = [
     ],
     [
         { extra = "fairchem" },
-        { extra = "mace" },
+        { extra = "graphpes" },
     ],
     [
-        { extra = "graphpes" },
-        { extra = "mattersim" },
+        { extra = "fairchem" },
+        { extra = "mace" },
     ],
     [
-        { extra = "graphpes" },
-        { extra = "sevenn" },
+        { extra = "fairchem" },
+        { extra = "mace" },
     ],
     [
         { extra = "graphpes" },
-        { extra = "fairchem" },
+        { extra = "mattersim" },
     ],
     [
         { extra = "graphpes" },
         { extra = "nequip" },
     ],
     [
-        { extra = "fairchem" },
-        { extra = "mace" },
+        { extra = "graphpes" },
+        { extra = "sevenn" },
     ],
     [
         { extra = "mace" },
@@ -185,15 +184,13 @@ conflicts = [
 ]
 
 [dependency-groups]
-dev = ["prek>=0.2.0", "ty>=0.0.1a20"]
+dev = ["prek>=0.2.13", "ty>=0.0.11"]
 
 [tool.ty.rules]
-# TODO: Unable to work with **kwargs: https://github.com/astral-sh/ty/issues/247
-missing-argument = "ignore"
+unused-ignore-comment = "warn"
 
 [[tool.ty.overrides]]
 include = ["tests/models/**/*.py", "torch_sim/models/**/*.py"]
 
-# TODO would be nice to only ignore unresolved model imports but fail on all other packages
 [tool.ty.overrides.rules]
 unresolved-import = "ignore"