diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 1ef4490b1..d3fcb937e 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -12,6 +12,11 @@ updates:
     labels: [⬆️ Lock]
     multi-ecosystem-group: lock
     patterns: ["*"]
+  - package-ecosystem: pre-commit
+    directory: "/"
+    labels: [⬆️ Lock]
+    multi-ecosystem-group: lock
+    patterns: ["*"]
   - package-ecosystem: uv
     directory: "/"
     labels: [⬆️ Lock]
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index 67334ee72..fc473c23a 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -11,6 +11,6 @@ jobs:
   update_release_draft:
     runs-on: ubuntu-slim
     steps:
-      - uses: release-drafter/release-drafter@v6
+      - uses: release-drafter/release-drafter@v7
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 0956f0bba..e71b9af73 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -14,7 +14,7 @@ repos:
       - id: check-useless-excludes
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.8.7
+    rev: 0.8.9
     hooks:
       - id: check-dev-files
         args:
@@ -59,7 +59,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.2
+    rev: v0.15.10
     hooks:
       - id: ruff-check
         args: [--fix]
@@ -106,14 +106,14 @@ repos:
       - id: taplo-format
 
   - repo: https://github.com/pappasam/toml-sort
-    rev: v0.24.3
+    rev: v0.24.4
     hooks:
       - id: toml-sort
         args:
           - --in-place
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.36.2
+    rev: 0.37.1
     hooks:
       - id: check-jsonschema
         name: Check CITATION.cff
@@ -126,12 +126,13 @@ repos:
         pass_filenames: false
 
   - repo: https://github.com/streetsidesoftware/cspell-cli
-    rev: v9.7.0
+    rev: v10.0.0
     hooks:
       - id: cspell
+        language_version: 25.9.0
 
   - repo: https://github.com/editorconfig-checker/editorconfig-checker.python
-    rev: 3.6.0
+    rev: 3.6.1
     hooks:
       - id: editorconfig-checker
         name: editorconfig
@@ -152,6 +153,6 @@ repos:
         types_or: [python, pyi, jupyter]
 
   - repo: https://github.com/astral-sh/uv-pre-commit
-    rev: 0.10.5
+    rev: 0.11.6
     hooks:
       - id: uv-lock
diff --git a/docs/analyticity/integration-algorithms.ipynb b/docs/analyticity/integration-algorithms.ipynb
index 241979f5e..2e7bfbd34 100644
--- a/docs/analyticity/integration-algorithms.ipynb
+++ b/docs/analyticity/integration-algorithms.ipynb
@@ -467,7 +467,7 @@
     "\n",
     "w.jslink((sliders[\"disable_limit\"], \"value\"), (sliders[\"limit\"], \"disabled\"))\n",
     "sliders[\"algorithm_name\"].observe(on_algorithm_change, names=\"value\")\n",
-    "sliders[\"algorithm_name\"].value = \"romberg\"  # ty:ignore[invalid-assignment]  # trigger changes\n",
+    "sliders[\"algorithm_name\"].value = \"romberg\"  # trigger changes\n",
     "timer_box = cast(\"w.ValueWidget\", w.HTML())\n",
     "ui = w.VBox([\n",
     "    tabs := w.Tab([\n",
@@ -766,7 +766,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.12"
+   "version": "3.13.13"
   }
  },
  "nbformat": 4,
diff --git a/src/ampform/dynamics/__init__.py b/src/ampform/dynamics/__init__.py
index 821eee559..a3b2bb405 100644
--- a/src/ampform/dynamics/__init__.py
+++ b/src/ampform/dynamics/__init__.py
@@ -59,7 +59,7 @@ class EnergyDependentWidth(sp.Expr):
     meson_radius: Any
     phsp_factor: PhaseSpaceFactorProtocol = argument(
         default=PhaseSpaceFactor, sympify=False
-    )
+    )  # ty:ignore[invalid-assignment]
     name: str | None = argument(default=None, kw_only=True, sympify=False)
 
     def evaluate(self) -> sp.Expr:
@@ -93,7 +93,7 @@ def relativistic_breit_wigner_with_ff(  # noqa: PLR0917
     m_b,
     angular_momentum,
     meson_radius,
-    phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,
+    phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,  # ty:ignore[invalid-parameter-default]
 ) -> sp.Expr:
     """Relativistic Breit–Wigner with `.FormFactor`.
 
diff --git a/src/ampform/dynamics/builder.py b/src/ampform/dynamics/builder.py
index f19c6f8a7..9132cf947 100644
--- a/src/ampform/dynamics/builder.py
+++ b/src/ampform/dynamics/builder.py
@@ -117,7 +117,7 @@ def __init__(
         phsp_factor: PhaseSpaceFactorProtocol | None = None,
     ) -> None:
         if phsp_factor is None:
-            phsp_factor = PhaseSpaceFactor
+            phsp_factor = PhaseSpaceFactor  # ty:ignore[invalid-assignment]
         self.phsp_factor = phsp_factor
         self.energy_dependent_width = energy_dependent_width
         self.form_factor = form_factor
@@ -211,7 +211,7 @@ def __create_form_factor(
             angular_momentum=variable_pool.angular_momentum,
             meson_radius=meson_radius,
         )
-        parameter_defaults = {
+        parameter_defaults: dict[sp.Symbol, float | int] = {
             meson_radius: 1,
         }
         return form_factor, parameter_defaults
diff --git a/src/ampform/dynamics/kmatrix.py b/src/ampform/dynamics/kmatrix.py
index c6d636e7a..1a3fe4d7f 100644
--- a/src/ampform/dynamics/kmatrix.py
+++ b/src/ampform/dynamics/kmatrix.py
@@ -57,7 +57,7 @@ def formulate(  # noqa: D417
         n_poles,
         parametrize: bool = True,
         return_t_hat: bool = False,
-        phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,
+        phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,  # ty:ignore[invalid-parameter-default]
         angular_momentum=0,
         meson_radius=1,
         **kwargs,
@@ -118,7 +118,7 @@ def parametrization(  # noqa: PLR0917
         pole_id,
         angular_momentum=0,
         meson_radius=1,
-        phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,
+        phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,  # ty:ignore[invalid-parameter-default]
     ) -> sp.Expr:
         def residue_function(pole_id, i) -> sp.Expr:
             return residue_constant[pole_id, i] * sp.sqrt(
@@ -298,7 +298,7 @@ def formulate(  # noqa: D417
         n_poles,
         parametrize: bool = True,
         return_f_hat: bool = False,
-        phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,
+        phsp_factor: PhaseSpaceFactorProtocol = PhaseSpaceFactor,  # ty:ignore[invalid-parameter-default]
         angular_momentum=0,
         meson_radius=1,
         **kwargs,
diff --git a/src/ampform/helicity/__init__.py b/src/ampform/helicity/__init__.py
index 6522b6996..f30b26e7b 100644
--- a/src/ampform/helicity/__init__.py
+++ b/src/ampform/helicity/__init__.py
@@ -185,7 +185,7 @@ def rename_symbols(
                 for amp, expr in self.amplitudes.items()
             },
             parameter_defaults={
-                symbol_mapping.get(par, par): value
+                symbol_mapping.get(par, par): value  # ty:ignore[no-matching-overload]
                 for par, value in self.parameter_defaults.items()
             },
             components={
@@ -193,7 +193,7 @@ def rename_symbols(
                 for name, expr in self.components.items()
             },
             kinematic_variables={
-                symbol_mapping.get(var, var): expr.xreplace(symbol_mapping)
+                symbol_mapping.get(var, var): expr.xreplace(symbol_mapping)  # ty:ignore[no-matching-overload]
                 for var, expr in self.kinematic_variables.items()
             },
         )
diff --git a/tests/helicity/test_helicity.py b/tests/helicity/test_helicity.py
index 5eee587fd..12a8609cb 100644
--- a/tests/helicity/test_helicity.py
+++ b/tests/helicity/test_helicity.py
@@ -100,7 +100,7 @@ def test_formulate(
     def test_stable_final_state_ids(self, reaction: ReactionInfo):
         builder: HelicityAmplitudeBuilder = get_builder(reaction)
         assert builder.config.stable_final_state_ids is None
-        builder.config.stable_final_state_ids = (1, 2)  # ty:ignore[invalid-assignment]
+        builder.config.stable_final_state_ids = (1, 2)
         assert builder.config.stable_final_state_ids == {1, 2}
 
     def test_scalar_initial_state(self, reaction: ReactionInfo):
diff --git a/tests/sympy/decorator/test_helpers.py b/tests/sympy/decorator/test_helpers.py
index d73ab2103..6d4f54eb1 100644
--- a/tests/sympy/decorator/test_helpers.py
+++ b/tests/sympy/decorator/test_helpers.py
@@ -53,9 +53,9 @@ class MyExpr(sp.Expr):
     with pytest.raises(
         ValueError, match=r"^Expecting 3 positional arguments \(a, b, c\), but got 4$"
     ):
-        MyExpr(1, 2, 3, 4)  # ty:ignore[too-many-positional-arguments]
+        MyExpr(1, 2, 3, 4)
     with pytest.raises(ValueError, match=r"^Missing constructor arguments: c$"):
-        MyExpr(1, 2)  # ty:ignore[missing-argument]
+        MyExpr(1, 2)
     expr = MyExpr(1, 2, 3)
     assert expr.args == (1, 2, 3)
     expr = MyExpr(1, b=2, c=3)
diff --git a/uv.lock b/uv.lock
index 22465c390..ee6e55976 100644
--- a/uv.lock
+++ b/uv.lock
@@ -54,8 +54,9 @@ dev = [
     { name = "ampform", extra = ["scipy", "viz"] },
     { name = "black" },
     { name = "ipympl" },
-    { name = "ipython", version = "8.38.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "ipython", version = "9.10.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "ipython", version = "8.39.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "ipython", version = "9.10.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
+    { name = "ipython", version = "9.12.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "ipywidgets" },
     { name = "jupyter-ruff" },
     { name = "jupyterlab" },
@@ -66,7 +67,7 @@ dev = [
     { name = "matplotlib" },
     { name = "myst-nb" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pytest" },
     { name = "pytest-benchmark" },
     { name = "pytest-cov" },
@@ -81,7 +82,8 @@ dev = [
     { name = "sphinx", version = "9.0.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
     { name = "sphinx", version = "9.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "sphinx-api-relink" },
-    { name = "sphinx-book-theme" },
+    { name = "sphinx-book-theme", version = "1.1.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "sphinx-book-theme", version = "1.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "sphinx-codeautolink", extra = ["ipython"] },
     { name = "sphinx-comments" },
     { name = "sphinx-copybutton" },
@@ -102,14 +104,15 @@ doc = [
     { name = "matplotlib" },
     { name = "myst-nb" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "quadax" },
     { name = "rich" },
     { name = "sphinx", version = "8.1.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "sphinx", version = "9.0.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
     { name = "sphinx", version = "9.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "sphinx-api-relink" },
-    { name = "sphinx-book-theme" },
+    { name = "sphinx-book-theme", version = "1.1.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "sphinx-book-theme", version = "1.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "sphinx-codeautolink", extra = ["ipython"] },
     { name = "sphinx-comments" },
     { name = "sphinx-copybutton" },
@@ -138,7 +141,7 @@ notebooks = [
     { name = "ipympl" },
     { name = "matplotlib" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "quadax" },
     { name = "rich" },
     { name = "sympy-plot-backends" },
@@ -147,12 +150,13 @@ style = [
     { name = "ampform", extra = ["scipy", "viz"] },
     { name = "black" },
     { name = "ipympl" },
-    { name = "ipython", version = "8.38.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "ipython", version = "9.10.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "ipython", version = "8.39.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "ipython", version = "9.10.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
+    { name = "ipython", version = "9.12.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "ipywidgets" },
     { name = "matplotlib" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pytest" },
     { name = "pytest-benchmark" },
     { name = "quadax" },
@@ -165,7 +169,7 @@ test = [
     { name = "ampform", extra = ["scipy"] },
     { name = "ipywidgets" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pytest" },
     { name = "pytest-benchmark" },
     { name = "pytest-cov" },
@@ -177,12 +181,13 @@ types = [
     { name = "ampform", extra = ["scipy", "viz"] },
     { name = "black" },
     { name = "ipympl" },
-    { name = "ipython", version = "8.38.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "ipython", version = "9.10.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "ipython", version = "8.39.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "ipython", version = "9.10.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
+    { name = "ipython", version = "9.12.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "ipywidgets" },
     { name = "matplotlib" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pytest" },
     { name = "pytest-benchmark" },
     { name = "quadax" },
@@ -333,16 +338,16 @@ types = [
 
 [[package]]
 name = "anyio"
-version = "4.12.1"
+version = "4.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685, upload-time = "2026-01-06T11:45:21.246Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
+    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
 ]
 
 [[package]]
@@ -435,23 +440,23 @@ wheels = [
 
 [[package]]
 name = "async-lru"
-version = "2.2.0"
+version = "2.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/05/8a/ca724066c32a53fa75f59e0f21aa822fdaa8a0dffa112d223634e3caabf9/async_lru-2.2.0.tar.gz", hash = "sha256:80abae2a237dbc6c60861d621619af39f0d920aea306de34cb992c879e01370c", size = 14654, upload-time = "2026-02-20T19:11:43.848Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/1f/989ecfef8e64109a489fff357450cb73fa73a865a92bd8c272170a6922c2/async_lru-2.3.0.tar.gz", hash = "sha256:89bdb258a0140d7313cf8f4031d816a042202faa61d0ab310a0a538baa1c24b6", size = 16332, upload-time = "2026-03-19T01:04:32.413Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/13/5c/af990f019b8dd11c5492a6371fe74a5b0276357370030b67254a87329944/async_lru-2.2.0-py3-none-any.whl", hash = "sha256:e2c1cf731eba202b59c5feedaef14ffd9d02ad0037fcda64938699f2c380eafe", size = 7890, upload-time = "2026-02-20T19:11:42.273Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/e2/c2e3abf398f80732e58b03be77bde9022550d221dd8781bf586bd4d97cc1/async_lru-2.3.0-py3-none-any.whl", hash = "sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315", size = 8403, upload-time = "2026-03-19T01:04:30.883Z" },
 ]
 
 [[package]]
 name = "attrs"
-version = "25.4.0"
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