diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 03ecd3d..25c9b4f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -32,11 +32,7 @@ jobs:
       - name: Install linting requirements
         run: poetry install --no-root --with=linting --all-extras
       - name: Execute linters
-        run: |
-          poetry run black --check --diff .
-          poetry run flake8
-          poetry run mypy
-          poetry run pyright
+        run: make lint
 
   test:
     needs:
@@ -59,11 +55,10 @@ jobs:
           cache: poetry
       - name: Install testing requirements
         run: |
-          poetry install --no-root --with=dev --all-extras
+          poetry install --no-root --all-extras
+          poetry run pip install tox-gh-actions
       - name: Execute tests
-        env:
-          PYTHONDEVMODE: '1'
-        run: poetry run pytest
+        run: poetry run tox
 
   test-summary:
     name: Test matrix status
diff --git a/Makefile b/Makefile
index c8da942..f883ec3 100644
--- a/Makefile
+++ b/Makefile
@@ -1,27 +1,27 @@
-checkfiles = fastapi_cache/ examples/ tests/
-py_warn = PYTHONDEVMODE=1
-
 up:
 	@poetry update
 
 deps:
-	@poetry install --no-root --with=linting -E all
+	@poetry install --no-root --with=linting --all-extras
 
-style: deps
-	@isort -src $(checkfiles)
-	@black $(checkfiles)
+format: deps
+	@poetry run tox run -e format
 
-check: deps
-	@black $(checkfiles) || (echo "Please run 'make style' to auto-fix style issues" && false)
-	@flake8 $(checkfiles)
-	@mypy ${checkfiles}
-	@pyright ${checkfiles}
+lint: deps
+	@poetry run tox run -e lint
 
 test: deps
-	$(py_warn) pytest
+	@poetry run tox
+
+test-parallel: deps
+	@poetry run tox run-parallel
 
 build: clean deps
 	@poetry build
 
 clean:
 	@rm -rf ./dist
+
+# aliases
+check: lint
+style: format
diff --git a/poetry.lock b/poetry.lock
index 028eb80..deceead 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -315,6 +315,18 @@ files = [
 [package.dependencies]
 types-awscrt = "*"
 
+[[package]]
+name = "cachetools"
+version = "5.3.0"
+description = "Extensible memoizing collections and decorators"
+category = "dev"
+optional = false
+python-versions = "~=3.7"
+files = [
+    {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"},
+    {file = "cachetools-5.3.0.tar.gz", hash = "sha256:13dfddc7b8df938c21a940dfa6557ce6e94a2f1cdfa58eb90c805721d58f2c14"},
+]
+
 [[package]]
 name = "certifi"
 version = "2023.5.7"
@@ -404,6 +416,18 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "chardet"
+version = "5.1.0"
+description = "Universal encoding detector for Python 3"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "chardet-5.1.0-py3-none-any.whl", hash = "sha256:362777fb014af596ad31334fde1e8c327dfdb076e1960d1694662d46a6917ab9"},
+    {file = "chardet-5.1.0.tar.gz", hash = "sha256:0d62712b956bc154f85fb0a266e2a3c5913c2967e00348701b32411d6def31e5"},
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.1.0"
@@ -622,6 +646,18 @@ test = ["iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-co
 test-randomorder = ["pytest-randomly"]
 tox = ["tox"]
 
+[[package]]
+name = "distlib"
+version = "0.3.6"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.1.1"
@@ -659,6 +695,22 @@ dev = ["pre-commit (>=2.17.0,<3.0.0)", "ruff (==0.0.138)", "uvicorn[standard] (>
 doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer-cli (>=0.0.13,<0.0.14)", "typer[all] (>=0.6.1,<0.8.0)"]
 test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6.5.0,<8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.7)", "pyyaml (>=5.3.1,<7.0.0)", "ruff (==0.0.138)", "sqlalchemy (>=1.3.18,<1.4.43)", "types-orjson (==3.6.2)", "types-ujson (==5.7.0.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
 
+[[package]]
+name = "filelock"
+version = "3.12.0"
+description = "A platform independent file lock."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.12.0-py3-none-any.whl", hash = "sha256:ad98852315c2ab702aeb628412cbf7e95b7ce8c3bf9565670b4eaecf1db370a9"},
+    {file = "filelock-3.12.0.tar.gz", hash = "sha256:fc03ae43288c013d2ea83c8597001b1129db351aad9c57fe2409327916b8e718"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.3.27)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+
 [[package]]
 name = "flake8"
 version = "6.0.0"
@@ -1137,6 +1189,9 @@ files = [
     {file = "platformdirs-3.5.1.tar.gz", hash = "sha256:412dae91f52a6f84830f39a8078cecd0e866cb72294a5c66808e74d5e88d251f"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.5", markers = "python_version < \"3.8\""}
+
 [package.extras]
 docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.2.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
@@ -1249,6 +1304,26 @@ files = [
     {file = "pyflakes-3.0.1.tar.gz", hash = "sha256:ec8b276a6b60bd80defed25add7e439881c19e64850afd9b346283d4165fd0fd"},
 ]
 
+[[package]]
+name = "pyproject-api"
+version = "1.5.1"
+description = "API to interact with the python pyproject.toml based projects"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyproject_api-1.5.1-py3-none-any.whl", hash = "sha256:4698a3777c2e0f6b624f8a4599131e2a25376d90fe8d146d7ac74c67c6f97c43"},
+    {file = "pyproject_api-1.5.1.tar.gz", hash = "sha256:435f46547a9ff22cf4208ee274fca3e2869aeb062a4834adfc99a4dd64af3cf9"},
+]
+
+[package.dependencies]
+packaging = ">=23"
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+testing = ["covdefaults (>=2.2.2)", "importlib-metadata (>=6)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "virtualenv (>=20.17.1)", "wheel (>=0.38.4)"]
+
 [[package]]
 name = "pyright"
 version = "1.1.308"
@@ -1434,6 +1509,36 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tox"
+version = "4.5.1"
+description = "tox is a generic virtualenv management and test command line tool"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tox-4.5.1-py3-none-any.whl", hash = "sha256:d25a2e6cb261adc489604fafd76cd689efeadfa79709965e965668d6d3f63046"},
+    {file = "tox-4.5.1.tar.gz", hash = "sha256:5a2eac5fb816779dfdf5cb00fecbc27eb0524e4626626bb1de84747b24cacc56"},
+]
+
+[package.dependencies]
+cachetools = ">=5.3"
+chardet = ">=5.1"
+colorama = ">=0.4.6"
+filelock = ">=3.11"
+importlib-metadata = {version = ">=6.4.1", markers = "python_version < \"3.8\""}
+packaging = ">=23.1"
+platformdirs = ">=3.2"
+pluggy = ">=1"
+pyproject-api = ">=1.5.1"
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.5", markers = "python_version < \"3.8\""}
+virtualenv = ">=20.21"
+
+[package.extras]
+docs = ["furo (>=2023.3.27)", "sphinx (>=6.1.3)", "sphinx-argparse-cli (>=1.11)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2022.1.2b11)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+testing = ["build[virtualenv] (>=0.10)", "covdefaults (>=2.3)", "devpi-process (>=0.3)", "diff-cover (>=7.5)", "distlib (>=0.3.6)", "flaky (>=3.7)", "hatch-vcs (>=0.3)", "hatchling (>=1.14)", "psutil (>=5.9.4)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-xdist (>=3.2.1)", "re-assert (>=1.1)", "time-machine (>=2.9)", "wheel (>=0.40)"]
+
 [[package]]
 name = "types-aiobotocore"
 version = "2.5.0.post2"
@@ -1902,6 +2007,28 @@ typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 [package.extras]
 standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.23.0"
+description = "Virtual Python Environment builder"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.23.0-py3-none-any.whl", hash = "sha256:6abec7670e5802a528357fdc75b26b9f57d5d92f29c5462ba0fbe45feacc685e"},
+    {file = "virtualenv-20.23.0.tar.gz", hash = "sha256:a85caa554ced0c0afbd0d638e7e2d7b5f92d23478d05d17a76daeac8f279f924"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.6,<1"
+filelock = ">=3.11,<4"
+importlib-metadata = {version = ">=6.4.1", markers = "python_version < \"3.8\""}
+platformdirs = ">=3.2,<4"
+
+[package.extras]
+docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.7.1)", "time-machine (>=2.9)"]
+
 [[package]]
 name = "wrapt"
 version = "1.15.0"
@@ -2100,4 +2227,4 @@ redis = ["redis"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.7"
-content-hash = "f09d0644dfef38d2912bdd3a0e95a375a039ff312be97f21250509783b14412e"
+content-hash = "edb317193b26f7b00f1a4998cb61a56b2f3fd542c15218f0c3858d8e60a33bf0"
diff --git a/pyproject.toml b/pyproject.toml
index e646e38..2f5e6fb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,10 +42,11 @@ pytest = "*"
 requests = "*"
 coverage = "^6.5.0"
 httpx = "*"
+tox = "^4.5.1"
 
 [build-system]
-requires = ["poetry>=0.12"]
-build-backend = "poetry.masonry.api"
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.extras]
 redis = ["redis"]
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..617bb34
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,47 @@
+[tox]
+env_list =
+    py37,py38,py39,py310,py311
+minversion = 4.5.1
+
+[gh-actions]
+# Map Github Actions Python version to environment factors
+# Requires tox-gh-actions 3.x is installed in the GitHub action
+python =
+    3.7: py37
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    3.11: py311
+
+[testenv]
+description = Run the tests with pytest
+package = wheel
+extras = all
+set_env =
+    # trick poetry into adopting the tox virtualenv
+    POETRY_VIRTUALENVS_PATH = {[tox]work_dir}
+allowlist_externals = poetry
+commands_pre =
+    poetry install --no-root --sync --all-extras
+commands =
+    python -X dev -m pytest {tty:--color=yes} {posargs}
+
+[testenv:lint]
+description = Run the linters
+skip_install = true
+commands_pre =
+    poetry install --no-root --with=linting --sync --all-extras
+commands =
+    black --check --diff .
+    flake8
+    mypy
+    pyright
+
+[testenv:format]
+description = Format the code
+skip_install = true
+commands_pre =
+    poetry install --no-root --sync --with=linting
+commands =
+    black .
+    isort .