diff --git a/CHANGELOG.md b/CHANGELOG.md
index 79bc56c..4631ebb 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,11 +1,17 @@
-# Version 4.0.0
+# Changelog
+
+## Version 4.1.0
+
+- Do not store cached hash value when pickling. Thanks to [@matthiasdiener](https://github.com/matthiasdiener) for the [PR #287](https://github.com/corenting/immutabledict/pull/287)
+
+## Version 4.0.0
 
 - Replace `__init__` by `__new__`. Thanks to [@spacether](https://github.com/spacether) for the [PR #263](https://github.com/corenting/immutabledict/pull/263)
 - Add explicit items()/keys()/values() methods to speedup these methods. Thanks to [@matthiasdiener](https://github.com/matthiasdiener) for the [PR #265](https://github.com/corenting/immutabledict/pull/265)
 - Add set/delete/update functions. Thanks to [@matthiasdiener](https://github.com/matthiasdiener) for the [PR #271](https://github.com/corenting/immutabledict/pull/271)
 - Add documentation at [immutabledict.corenting.fr](https://immutabledict.corenting.fr)
 
-# Version 3.0.0
+## Version 3.0.0
 
 - `copy()` (**breaking change**): remove the option to pass keyword arguments (which were present as key/value pairs in the copy). Now the method doesn't take any arguments (it behaves the same as a normal `dict`).
 - Python versions: drop Python 3.7 support
@@ -13,55 +19,55 @@
   - Make the key covariant. Thanks to [@spacether](https://github.com/spacether) for the [PR #244](https://github.com/corenting/immutabledict/pull/244)
   - Fix key/value typing missing for ImmutableOrderedDict
 
-# Version 2.2.5
+## Version 2.2.5
 
 - Fix hard-coded class reference in fromkeys() resulting in always using `dict` for `fromkeys()` (instead of OrderedDict in ImmutableOrderedDict for example). Thanks to [@cthoyt](https://github.com/cthoyt) for the [PR #234](https://github.com/corenting/immutabledict/pull/234)
 
-# Version 2.2.4
+## Version 2.2.4
 
 - Include tests in sdist for easier packaging
 
-# Version 2.2.3
+## Version 2.2.3
 
 - Fix TypeError message when using `|=`. Thanks to [@ronshapiro](https://github.com/ronshapiro) for the [PR #66](https://github.com/corenting/immutabledict/pull/66)
 - Update docstring for ImmutableOrderedDict to indicate that is not needed anymore for Python >= 3.7 but kept for compatibility purposes
 - Use postponed evaluation of annotations ([PEP 563](https://peps.python.org/pep-0563/)) for the typing
 
-# Version 2.2.2
+## Version 2.2.2
 
 - Update classifiers, Github Actions... for Python 3.11 (no code changes)
 
-# Version 2.2.1
+## Version 2.2.1
 
 - Update classifiers, Github Actions... for Python 3.10 (no code changes)
 
-# Version 2.2.0
+## Version 2.2.0
 
 - Use `poetry-core` instead of poetry for build-system. Thanks to [@mweinelt](https://github.com/mweinelt) for reporting [the issue](https://github.com/corenting/immutabledict/issues/56).
 
-# Version 2.1.0
+## Version 2.1.0
 
 - Fix type annotation on keyword argument in copy(**add_or_replace). Thanks to [@techsy730](https://github.com/techsy730) for the [PR #54](https://github.com/corenting/immutabledict/pull/54).
 
-# Version 2.0.0
+## Version 2.0.0
 
 - Support more typing (fix [issue #47](https://github.com/corenting/immutabledict/issues/47))
 - ⚠️ Remove `*args, **kwargs` from the `fromkeys()` method.
 
-# Version 1.3.0
+## Version 1.3.0
 
 - Add typing. Thanks to [@aecay](https://github.com/aecay) for the [PR #45](https://github.com/corenting/immutabledict/pull/45).
 
-# Version 1.2.0
+## Version 1.2.0
 
 - Support [PEP 584 union operators](https://www.python.org/dev/peps/pep-0584/). Thanks to [@lambdalisue](https://github.com/lambdalisue) for the [PR #34](https://github.com/corenting/immutabledict/pull/34).
 
-# Version 1.1.0
+## Version 1.1.0
 
 - Add Python 3.9 to supported versions, remove Python 3.5
 - Bump dev dependencies
 - Improve README
 
-# Version 1.0.0
+## Version 1.0.0
 
 - Initial stable release
diff --git a/Makefile b/Makefile
index a62eb3a..943a74d 100644
--- a/Makefile
+++ b/Makefile
@@ -2,15 +2,19 @@ PYTHON=poetry run
 
 .PHONY: format
 format:
-	$(PYTHON) black immutabledict tests
+	$(PYTHON) ruff format immutabledict tests
 	$(PYTHON) ruff --fix immutabledict tests
 
 .PHONY: style
 style:
-	$(PYTHON) black --check immutabledict tests
+	$(PYTHON) ruff format --check immutabledict tests
 	$(PYTHON) ruff immutabledict tests
 	$(PYTHON) mypy -- immutabledict tests
 
 .PHONY: test
 test:
 	$(PYTHON) pytest tests --cov=immutabledict --cov-report=xml
+
+.PHONY: build-doc
+build-doc:
+	$(PYTHON) sphinx-build -M html docs docs/build
diff --git a/docs/changelog.rst b/docs/changelog.rst
new file mode 100644
index 0000000..4afc7d3
--- /dev/null
+++ b/docs/changelog.rst
@@ -0,0 +1,2 @@
+.. include:: ../CHANGELOG.md
+   :parser: myst_parser.sphinx_
diff --git a/docs/conf.py b/docs/conf.py
index 316aeb0..81616b3 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -13,6 +13,7 @@
     "alabaster",
     "sphinx.ext.intersphinx",
     "sphinx.ext.autodoc",
+    "myst_parser",
 ]
 
 templates_path = ["_templates"]
diff --git a/docs/index.rst b/docs/index.rst
index c84f6db..6404754 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,7 +1,7 @@
 Welcome to immutabledict’s documentation!
 =========================================
 
-This site covers immutabledict’s API documentation. For more information about immutabledict, see `the Github repository <https://github.com/corenting/immutabledict>`_.
+This site covers immutabledict’s API documentation for version |release|. For more information about immutabledict, see `the Github repository <https://github.com/corenting/immutabledict>`_.
 
 Usage
 -----
@@ -28,4 +28,5 @@ API reference
 
    /api/immutabledict
    /api/immutable_ordered_dict
+   changelog
 
diff --git a/immutabledict/__init__.py b/immutabledict/__init__.py
index 71f905a..98254de 100644
--- a/immutabledict/__init__.py
+++ b/immutabledict/__init__.py
@@ -17,7 +17,7 @@
     ValuesView,
 )
 
-__version__ = "4.0.0"
+__version__ = "4.1.0"
 
 _K = TypeVar("_K")
 _V = TypeVar("_V", covariant=True)
diff --git a/poetry.lock b/poetry.lock
index 7f32e35..cd70f48 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,63 +13,18 @@ files = [
 
 [[package]]
 name = "babel"
-version = "2.13.1"
+version = "2.14.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
-    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
+    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
+    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
 ]
 
-[package.dependencies]
-setuptools = {version = "*", markers = "python_version >= \"3.12\""}
-
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "black"
-version = "23.11.0"
-description = "The uncompromising code formatter."
-optional = false
-python-versions = ">=3.8"
-files = [
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-    {file = "black-23.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5133f5507007ba08d8b7b263c7aa0f931af5ba88a29beacc4b2dc23fcefe9c06"},
-    {file = "black-23.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:421f3e44aa67138ab1b9bfbc22ee3780b22fa5b291e4db8ab7eee95200726b07"},
-    {file = "black-23.11.0-py3-none-any.whl", hash = "sha256:54caaa703227c6e0c87b76326d0862184729a69b73d3b7305b6288e1d830067e"},
-    {file = "black-23.11.0.tar.gz", hash = "sha256:4c68855825ff432d197229846f971bc4d6666ce90492e5b02013bcaca4d9ab05"},
-]
-
-[package.dependencies]
-click = ">=8.0.0"
-mypy-extensions = ">=0.4.3"
-packaging = ">=22.0"
-pathspec = ">=0.9.0"
-platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
-
 [[package]]
 name = "cachetools"
 version = "5.3.2"
@@ -202,20 +157,6 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
-[[package]]
-name = "click"
-version = "8.1.7"
-description = "Composable command line interface toolkit"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
-    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -229,63 +170,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.3.2"
+version = "7.3.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -296,13 +237,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "distlib"
-version = "0.3.7"
+version = "0.3.8"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -348,13 +289,13 @@ typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "idna"
-version = "3.5"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -370,20 +311,20 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "7.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
@@ -415,6 +356,30 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
@@ -442,16 +407,6 @@ files = [
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@@ -484,6 +439,36 @@ files = [
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 ]
 
+[[package]]
+name = "mdit-py-plugins"
+version = "0.4.0"
+description = "Collection of plugins for markdown-it-py"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "mdit_py_plugins-0.4.0.tar.gz", hash = "sha256:d8ab27e9aed6c38aa716819fedfde15ca275715955f8a185a8e1cf90fb1d2c1b"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=1.0.0,<4.0.0"
+
+[package.extras]
+code-style = ["pre-commit"]
+rtd = ["myst-parser", "sphinx-book-theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "mypy"
 version = "1.7.1"
@@ -543,36 +528,51 @@ files = [
 ]
 
 [[package]]
-name = "packaging"
-version = "23.2"
-description = "Core utilities for Python packages"
+name = "myst-parser"
+version = "2.0.0"
+description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+[package.dependencies]
+docutils = ">=0.16,<0.21"
+jinja2 = "*"
+markdown-it-py = ">=3.0,<4.0"
+mdit-py-plugins = ">=0.4,<1.0"
+pyyaml = "*"
+sphinx = ">=6,<8"
+
+[package.extras]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+linkify = ["linkify-it-py (>=2.0,<3.0)"]
+rtd = ["ipython", "pydata-sphinx-theme (==v0.13.0rc4)", "sphinx-autodoc2 (>=0.4.2,<0.5.0)", "sphinx-book-theme (==1.0.0rc2)", "sphinx-copybutton", "sphinx-design2", "sphinx-pyscript", "sphinx-tippy (>=0.3.1)", "sphinx-togglebutton", "sphinxext-opengraph (>=0.8.2,<0.9.0)", "sphinxext-rediraffe (>=0.2.7,<0.3.0)"]
+testing = ["beautifulsoup4", "coverage[toml]", "pytest (>=7,<8)", "pytest-cov", "pytest-param-files (>=0.3.4,<0.4.0)", "pytest-regressions", "sphinx-pytest"]
+testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,<0.4.0)"]
+
 [[package]]
-name = "pathspec"
-version = "0.11.2"
-description = "Utility library for gitignore style pattern matching of file paths."
+name = "packaging"
+version = "23.2"
+description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "platformdirs"
-version = "4.0.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "platformdirs-4.1.0.tar.gz", hash = "sha256:906d548203468492d432bcb294d4bc2fff751bf84971fbb2c10918cc206ee420"},
 ]
 
 [package.extras]
@@ -668,6 +668,55 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
 [[package]]
 name = "requests"
 version = "2.31.0"
@@ -691,46 +740,30 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "ruff"
-version = "0.1.7"
+version = "0.1.8"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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-]
-
-[[package]]
-name = "setuptools"
-version = "69.0.2"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "setuptools-69.0.2-py3-none-any.whl", hash = "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2"},
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+    {file = "ruff-0.1.8.tar.gz", hash = "sha256:f7ee467677467526cfe135eab86a40a0e8db43117936ac4f9b469ce9cdb3fb62"},
 ]
 
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
-
 [[package]]
 name = "snowballstemmer"
 version = "2.2.0"
@@ -921,13 +954,13 @@ testing = ["build[virtualenv] (>=0.10)", "covdefaults (>=2.3)", "detect-test-pol
 
 [[package]]
 name = "typing-extensions"
-version = "4.8.0"
+version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
-    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
+    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
+    {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
 ]
 
 [[package]]
@@ -948,13 +981,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.7"
+version = "20.25.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.7-py3-none-any.whl", hash = "sha256:a18b3fd0314ca59a2e9f4b556819ed07183b3e9a3702ecfe213f593d44f7b3fd"},
-    {file = "virtualenv-20.24.7.tar.gz", hash = "sha256:69050ffb42419c91f6c1284a7b24e0475d793447e35929b488bf6a0aade39353"},
+    {file = "virtualenv-20.25.0-py3-none-any.whl", hash = "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3"},
+    {file = "virtualenv-20.25.0.tar.gz", hash = "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"},
 ]
 
 [package.dependencies]
@@ -984,4 +1017,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "5ac722603eceaf2b0fecaa47ba1bc06598b842c6cb3cfb1bb29d72f4cf0e4079"
+content-hash = "3365ed07c72c9c2cd93a9ab7048967c91b87aa7de3ef1f4c6916a0cf42b7b1b9"
diff --git a/pyproject.toml b/pyproject.toml
index f874035..00eb32f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "immutabledict"
-version = "4.0.0"
+version = "4.1.0"
 description = "Immutable wrapper around dictionaries (a fork of frozendict)"
 authors = ["Corentin Garcia <corenting@gmail.com>"]
 license = "MIT"
@@ -25,9 +25,9 @@ include = [
 python = "^3.8"
 
 [tool.poetry.dev-dependencies]
-black = "*"
 coverage = "*"
 mypy = "*"
+myst-parser = { version = "^2.0.0", python = "^3.9" }
 pytest = "*"
 pytest-cov = "*"
 ruff = "*"
diff --git a/tests/test_immutabledict.py b/tests/test_immutabledict.py
index 8198738..a7636c2 100644
--- a/tests/test_immutabledict.py
+++ b/tests/test_immutabledict.py
@@ -1,3 +1,5 @@
+import pickle
+from io import BytesIO
 from typing import Any, Dict, Union
 
 import pytest
@@ -213,7 +215,7 @@ def test_performance(self, statement: str) -> None:
             setup="s=0; d = immutabledict({i:i for i in range(1000000)})",
         )
 
-        assert time_immutable < 1.2 * time_standard
+        assert time_immutable < 1.4 * time_standard
 
     def test_set_delete_update(self) -> None:
         d: immutabledict[str, int] = immutabledict(a=1, b=2)
@@ -237,6 +239,23 @@ def test_new_kwargs(self) -> None:
         immutable_dict: immutabledict[str, int] = immutabledict(a=1, b=2)
         assert immutable_dict == {"a": 1, "b": 2} == dict(a=1, b=2)
 
+    def test_reduce(self) -> None:
+        my_dict: immutabledict[str, int] = immutabledict(a=1, b=2)
+        reduce_cls, reduce_args = my_dict.__reduce__()
+
+        assert reduce_cls == immutabledict
+        assert reduce_args == (my_dict._dict,)
+
+    def test_pickle(self) -> None:
+        my_dict: immutabledict[str, int] = immutabledict(a=1, b=2)
+        bytes_io = BytesIO()
+        pickle.dump(my_dict, bytes_io)
+        bytes_io.seek(0)
+
+        from_pickle_dict = pickle.loads(bytes_io.getvalue())  # noqa: S301
+
+        assert my_dict == from_pickle_dict
+
 
 class TestImmutableOrderedDict:
     def test_ordered(self) -> None:
diff --git a/tox.ini b/tox.ini
index 1936d14..ecf0ccb 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 isolated_build = true
-envlist = py37,py38,py39,py310,py311
+envlist = py37,py38,py39,py310,py311,py312
 
 [testenv]
 allowlist_externals = poetry, make