diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..3e914e9
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,20 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+      - epic/*
+      - "[0-9]+.[0-9]+.x"
+  pull_request:
+    branches:
+      - main
+      - epic/*
+      - "[0-9]+.[0-9]+.x"
+  workflow_dispatch:
+
+jobs:
+  style:
+    secrets:
+      token: ${{ secrets.PAT }}
+    uses: ComPWA/actions/.github/workflows/pre-commit.yml@v1
diff --git a/.github/workflows/clean-caches.yml b/.github/workflows/clean-caches.yml
new file mode 100644
index 0000000..a66c407
--- /dev/null
+++ b/.github/workflows/clean-caches.yml
@@ -0,0 +1,22 @@
+name: Clean caches
+
+on:
+  pull_request:
+    types:
+      - closed
+  workflow_dispatch:
+    inputs:
+      ref:
+        description: Clean caches for this branch name or ref
+        required: false
+        type: string
+
+jobs:
+  cleanup:
+    name: Remove caches
+    runs-on: ubuntu-22.04
+    steps:
+      - uses: ComPWA/actions/clean-caches@v1
+        with:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          ref: ${{ inputs.ref }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 69a370c..446bf8d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,10 @@
 ci:
   autoupdate_commit_msg: "MAINT: autoupdate pre-commit hooks"
   autoupdate_schedule: quarterly # already done by requirements-cron.yml
+  skip:
+    - pyright
+    - taplo
+
 repos:
   - repo: meta
     hooks:
@@ -27,7 +31,7 @@ repos:
       - id: black
 
   - repo: https://github.com/editorconfig-checker/editorconfig-checker.python
-    rev: 2.7.1
+    rev: 2.7.2
     hooks:
       - id: editorconfig-checker
         name: editorconfig-checker
@@ -38,13 +42,30 @@ repos:
       - id: isort
 
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.0.0-alpha.6
+    rev: v3.0.0
     hooks:
       - id: prettier
 
+  - repo: https://github.com/ComPWA/mirrors-pyright
+    rev: v1.1.316
+    hooks:
+      - id: pyright
+
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.3.1
+    rev: v3.9.0
     hooks:
       - id: pyupgrade
         args:
           - --py37-plus
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.0.277
+    hooks:
+      - id: ruff
+        args:
+          - --fix
+
+  - repo: https://github.com/ComPWA/mirrors-taplo
+    rev: v0.8.0
+    hooks:
+      - id: taplo
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index af3b23e..b4d6265 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -3,13 +3,22 @@
     "eamodio.gitlens",
     "editorconfig.editorconfig",
     "esbenp.prettier-vscode",
+    "garaioag.garaio-vscode-unwanted-recommendations",
     "github.vscode-pull-request-github",
+    "ms-python.black-formatter",
     "ms-python.python",
+    "ms-python.vscode-pylance",
     "ms-toolsai.jupyter",
     "ms-toolsai.jupyter-keymap",
     "ms-toolsai.jupyter-renderers",
     "tamasfe.even-better-toml",
     "tyriar.sort-lines",
     "yzhang.markdown-all-in-one"
+  ],
+  "unwantedRecommendations": [
+    "ms-python.flake8",
+    "ms-python.isort",
+    "ms-python.mypy-type-checker",
+    "ms-python.pylint"
   ]
 }
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 4e1f574..8b24c13 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -5,8 +5,8 @@
     }
   },
   "editor.formatOnSave": true,
-  "isort.importStrategy": "fromEnvironment",
-  "python.analysis.diagnosticMode": "workspace",
-  "python.analysis.typeCheckingMode": "basic",
-  "python.formatting.provider": "black"
+  "python.analysis.typeCheckingMode": "strict",
+  "python.formatting.provider": "black",
+  "ruff.enable": true,
+  "ruff.importStrategy": "fromEnvironment"
 }
diff --git a/pyproject.toml b/pyproject.toml
index 72c8c0e..5be28cc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,16 +51,11 @@ readme = "README.md"
 requires-python = ">=3.7"
 
 [project.optional-dependencies]
-dev = [
-    "jax-mini-benchmark[sty]",
-]
-format = [
-    "black",
-    "isort",
-]
+dev = ["jax-mini-benchmark[sty]"]
 sty = [
-    "jax-mini-benchmark[format]",
+    "black",
     "pre-commit",
+    "ruff",
 ]
 
 [project.scripts]
@@ -72,7 +67,6 @@ Documentation = "https://github.com/ComPWA/jax-mini-benchmark"
 Source = "https://github.com/ComPWA/jax-mini-benchmark"
 Tracker = "https://github.com/ComPWA/jax-mini-benchmark/issues"
 
-
 [tool.black]
 exclude = '''
 /(
@@ -97,13 +91,61 @@ target-version = [
     "py39",
 ]
 
-
-[tool.isort]
-profile = "black"
-src_paths = [
-    "src",
+[tool.pyright]
+exclude = [
+    "**/*.egg-info",
+    "**/.git",
+    "**/.ipynb_checkpoints",
+    "**/.mypy_cache",
+    "**/.pytest_cache",
+    "**/.tox",
+    "**/__pycache__",
+    "**/_build",
+    ".ruff_cache/**",
 ]
+reportGeneralTypeIssues = false
+reportMissingTypeArgument = false
+reportMissingTypeStubs = false
+reportUnknownArgumentType = false
+reportUnknownMemberType = false
+reportUnknownParameterType = false
+reportUnknownVariableType = false
+typeCheckingMode = "strict"
 
+[tool.ruff]
+extend-select = [
+    "A",
+    "B",
+    "BLE",
+    "C4",
+    "C90",
+    "EM",
+    "ERA",
+    "FA",
+    "I",
+    "ICN",
+    "INP",
+    "ISC",
+    "N",
+    "NPY",
+    "PGH",
+    "PIE",
+    "PL",
+    "Q",
+    "RET",
+    "RSE",
+    "RUF",
+    "SIM",
+    "TCH",
+    "TID",
+    "TRY",
+    "UP",
+    "YTT",
+]
+show-fixes = true
+src = ["src"]
+target-version = "py37"
+task-tags = ["cspell"]
 
 [tool.setuptools.packages.find]
 where = ["src"]
diff --git a/src/jax_benchmark/__init__.py b/src/jax_benchmark/__init__.py
index 5c57369..ee68c51 100644
--- a/src/jax_benchmark/__init__.py
+++ b/src/jax_benchmark/__init__.py
@@ -10,8 +10,6 @@
 import yaml
 from tqdm.auto import tqdm
 
-from jax_benchmark.io import mute_warnings
-
 
 def main() -> int:
     parser = argparse.ArgumentParser()
@@ -48,7 +46,8 @@ def main() -> int:
 def benchmark_cpu_range(number: int, repeat: int) -> dict[int, dict]:
     n_available_cpus = os.cpu_count()
     if n_available_cpus is None:
-        raise OSError("Could not determine number of CPUs")
+        msg = "Could not determine number of CPUs"
+        raise OSError(msg)
     print(
         f"Machine has {n_available_cpus} CPUs."
         " JAX will be benchmarked over a range of them."