diff --git a/Makefile b/Makefile
index 492d5fc..60cee11 100644
--- a/Makefile
+++ b/Makefile
@@ -209,7 +209,7 @@ security:
 	@echo "- Testing security -"
 	@echo "--------------------"
 
-	pdm run safety check
+	pdm run pip-audit
 	@echo ""
 	pdm run bandit -r src
 
diff --git a/pdm.lock b/pdm.lock
index c1b8d67..839fe3f 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "dependencies", "dev", "doc", "fixers", "lint", "security", "test", "typing"]
 strategy = ["cross_platform"]
 lock_version = "4.4.1"
-content_hash = "sha256:fae2ccbbbb80c1103bb26e9ba8529e03765531807edb448739507e95f3afbeef"
+content_hash = "sha256:087c3b7c28a5dcb4e329fb6957dfdc05d556afc259d8cb6cd523af30fff85738"
 
 [[package]]
 name = "argcomplete"
@@ -39,15 +39,15 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.1.0"
+version = "3.2.2"
 requires_python = ">=3.8.0"
 summary = "An abstract syntax tree for Python with inference support."
 dependencies = [
     "typing-extensions>=4.0.0; python_version < \"3.11\"",
 ]
 files = [
-    {file = "astroid-3.1.0-py3-none-any.whl", hash = "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819"},
-    {file = "astroid-3.1.0.tar.gz", hash = "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"},
+    {file = "astroid-3.2.2-py3-none-any.whl", hash = "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"},
+    {file = "astroid-3.2.2.tar.gz", hash = "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94"},
 ]
 
 [[package]]
@@ -72,19 +72,6 @@ files = [
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
-[[package]]
-name = "authlib"
-version = "1.3.0"
-requires_python = ">=3.8"
-summary = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
-dependencies = [
-    "cryptography",
-]
-files = [
-    {file = "Authlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:9637e4de1fb498310a56900b3e2043a206b03cb11c05422014b0302cbc814be3"},
-    {file = "Authlib-1.3.0.tar.gz", hash = "sha256:959ea62a5b7b5123c5059758296122b57cd2585ae2ed1c0622c21b371ffdae06"},
-]
-
 [[package]]
 name = "autoflake"
 version = "1.7.8"
@@ -101,7 +88,7 @@ files = [
 
 [[package]]
 name = "autoimport"
-version = "1.4.0"
+version = "1.5.0"
 requires_python = ">=3.8"
 summary = "Autoimport missing python libraries."
 dependencies = [
@@ -113,8 +100,8 @@ dependencies = [
     "xdg>=6.0.0",
 ]
 files = [
-    {file = "autoimport-1.4.0-py3-none-any.whl", hash = "sha256:12469a8b56a923249393a95acda84fe9873adc408f4cc893a51301584d90c11d"},
-    {file = "autoimport-1.4.0.tar.gz", hash = "sha256:7b0441c6952d3c1aa6cec53ff750ae97392872e2bcfa0d3d2107ba864f2ef85e"},
+    {file = "autoimport-1.5.0-py3-none-any.whl", hash = "sha256:8966768b35219fdcf457c708391072bbd38da134253f376d07d72822bd73a8de"},
+    {file = "autoimport-1.5.0.tar.gz", hash = "sha256:c136a3944d2267d5f6f228221956b55b55a53bd9c43b0719d08e3a0252a35e9a"},
 ]
 
 [[package]]
@@ -209,6 +196,44 @@ files = [
     {file = "black-24.4.2.tar.gz", hash = "sha256:c872b53057f000085da66a19c55d68f6f8ddcac2642392ad3a355878406fbd4d"},
 ]
 
+[[package]]
+name = "boolean-py"
+version = "4.0"
+summary = "Define boolean algebras, create and parse boolean expressions and create custom boolean DSL."
+files = [
+    {file = "boolean.py-4.0-py3-none-any.whl", hash = "sha256:2876f2051d7d6394a531d82dc6eb407faa0b01a0a0b3083817ccd7323b8d96bd"},
+    {file = "boolean.py-4.0.tar.gz", hash = "sha256:17b9a181630e43dde1851d42bef546d616d5d9b4480357514597e78b203d06e4"},
+]
+
+[[package]]
+name = "cachecontrol"
+version = "0.14.0"
+requires_python = ">=3.7"
+summary = "httplib2 caching for requests"
+dependencies = [
+    "msgpack<2.0.0,>=0.5.2",
+    "requests>=2.16.0",
+]
+files = [
+    {file = "cachecontrol-0.14.0-py3-none-any.whl", hash = "sha256:f5bf3f0620c38db2e5122c0726bdebb0d16869de966ea6a2befe92470b740ea0"},
+    {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"},
+]
+
+[[package]]
+name = "cachecontrol"
+version = "0.14.0"
+extras = ["filecache"]
+requires_python = ">=3.7"
+summary = "httplib2 caching for requests"
+dependencies = [
+    "CacheControl==0.14.0",
+    "filelock>=3.8.0",
+]
+files = [
+    {file = "cachecontrol-0.14.0-py3-none-any.whl", hash = "sha256:f5bf3f0620c38db2e5122c0726bdebb0d16869de966ea6a2befe92470b740ea0"},
+    {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"},
+]
+
 [[package]]
 name = "certifi"
 version = "2024.2.2"
@@ -221,65 +246,80 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.0rc1"
 requires_python = ">=3.8"
 summary = "Foreign Function Interface for Python calling C code."
 dependencies = [
     "pycparser",
 ]
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 dependencies = [
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 ]
 
 [[package]]
@@ -599,6 +639,22 @@ files = [
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 ]
 
+[[package]]
+name = "cyclonedx-python-lib"
+version = "7.4.0"
+requires_python = "<4.0,>=3.8"
+summary = "Python library for CycloneDX"
+dependencies = [
+    "license-expression<31,>=30",
+    "packageurl-python<2,>=0.11",
+    "py-serializable<2,>=1.0.3",
+    "sortedcontainers<3.0.0,>=2.4.0",
+]
+files = [
+    {file = "cyclonedx_python_lib-7.4.0-py3-none-any.whl", hash = "sha256:fc423e7f46d772e5ded29a48cb0743233e692e5853c49b829efc0f59014efde1"},
+    {file = "cyclonedx_python_lib-7.4.0.tar.gz", hash = "sha256:09b10736a7f440262578fa40f470b448de1ebf3c7a71e2ff0a4af0781d3a3b42"},
+]
+
 [[package]]
 name = "decli"
 version = "0.6.2"
@@ -622,6 +678,16 @@ files = [
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 ]
 
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "XML bomb protection for Python stdlib modules"
+files = [
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+    {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
+]
+
 [[package]]
 name = "dill"
 version = "0.3.8"
@@ -682,20 +748,6 @@ files = [
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 ]
 
-[[package]]
-name = "dparse"
-version = "0.6.4b0"
-requires_python = ">=3.7"
-summary = "A parser for Python dependency files"
-dependencies = [
-    "packaging",
-    "tomli; python_version < \"3.11\"",
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-files = [
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-]
-
 [[package]]
 name = "entrypoints"
 version = "0.4"
@@ -737,15 +789,15 @@ files = [
 
 [[package]]
 name = "faker"
-version = "25.0.1"
+version = "25.2.0"
 requires_python = ">=3.8"
 summary = "Faker is a Python package that generates fake data for you."
 dependencies = [
     "python-dateutil>=2.4",
 ]
 files = [
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-    {file = "Faker-25.0.1.tar.gz", hash = "sha256:c153505618801f1704807b258a6010ea8cabf91f66f4788939bfdba83b887e76"},
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+    {file = "Faker-25.2.0.tar.gz", hash = "sha256:45b84f47ff1ef86e3d1a8d11583ca871ecf6730fad0660edadc02576583a2423"},
 ]
 
 [[package]]
@@ -1048,15 +1100,15 @@ files = [
 
 [[package]]
 name = "freezegun"
-version = "1.5.0"
+version = "1.5.1"
 requires_python = ">=3.7"
 summary = "Let your Python tests travel through time"
 dependencies = [
     "python-dateutil>=2.7",
 ]
 files = [
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 ]
 
 [[package]]
@@ -1107,6 +1159,20 @@ files = [
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 ]
 
+[[package]]
+name = "html5lib"
+version = "1.1"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "HTML parser based on the WHATWG HTML specification"
+dependencies = [
+    "six>=1.9",
+    "webencodings",
+]
+files = [
+    {file = "html5lib-1.1-py2.py3-none-any.whl", hash = "sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d"},
+    {file = "html5lib-1.1.tar.gz", hash = "sha256:b2e5b40261e20f354d198eae92afc10d750afb487ed5e50f9c4eaf07c184146f"},
+]
+
 [[package]]
 name = "htmlmin2"
 version = "0.1.13"
@@ -1253,7 +1319,7 @@ files = [
 
 [[package]]
 name = "keyring"
-version = "25.2.0"
+version = "25.2.1"
 requires_python = ">=3.8"
 summary = "Store and access your passwords safely."
 dependencies = [
@@ -1267,8 +1333,21 @@ dependencies = [
     "pywin32-ctypes>=0.2.0; sys_platform == \"win32\"",
 ]
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 version = "1.10.0"
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+requires_python = ">=3.7"
+summary = "A purl aka. Package URL parser and builder"
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 version = "24.0"
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+summary = "The PyPA recommended tool for installing Python packages."
+files = [
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+requires_python = ">=3.7"
+summary = "An unofficial, importable pip API"
+dependencies = [
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+requires_python = ">=3.8"
+summary = "A tool for scanning Python environments for known vulnerabilities"
+dependencies = [
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+    "cyclonedx-python-lib<8,>=5",
+    "html5lib>=1.1",
+    "packaging>=23.0.0",
+    "pip-api>=0.0.28",
+    "pip-requirements-parser>=32.0.0",
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+requires_python = "<4.0,>=3.8"
+summary = "Library for serializing and deserializing Python Objects to and from JSON and XML."
+dependencies = [
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+]
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@@ -1969,11 +2180,11 @@ files = [
 
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+version = "3.2.2"
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+requires_python = ">=3.6.8"
+summary = "pyparsing module - Classes and methods to define and execute parsing grammars"
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 requires_python = ">=3.8"
 summary = "pytest: simple powerful testing with Python"
 dependencies = [
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 name = "requests"
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 summary = "Python HTTP for Humans."
 dependencies = [
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 ]
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-
 [[package]]
 name = "ruyaml"
 version = "0.91.0"
@@ -2450,50 +2609,6 @@ files = [
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-[[package]]
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-version = "3.2.0"
-requires_python = ">=3.7"
-summary = "Checks installed dependencies for known vulnerabilities and licenses."
-dependencies = [
-    "Authlib>=1.2.0",
-    "Click>=8.0.2",
-    "dparse>=0.6.4b0",
-    "jinja2>=3.1.0",
-    "marshmallow>=3.15.0",
-    "packaging>=21.0",
-    "pydantic>=1.10.12",
-    "requests",
-    "rich",
-    "ruamel-yaml>=0.17.21",
-    "safety-schemas>=0.0.2",
-    "setuptools>=65.5.1",
-    "typer",
-    "typing-extensions>=4.7.1",
-    "urllib3>=1.26.5",
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-files = [
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-
-[[package]]
-name = "safety-schemas"
-version = "0.0.2"
-requires_python = ">=3.7"
-summary = "Schemas for Safety tools"
-dependencies = [
-    "dparse>=0.6.4b0",
-    "packaging>=21.0",
-    "pydantic",
-    "ruamel-yaml>=0.17.21",
-    "typing-extensions>=4.7.1",
-]
-files = [
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-]
-
 [[package]]
 name = "secretstorage"
 version = "3.3.3"
@@ -2510,12 +2625,12 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "69.5.1"
+version = "70.0.0"
 requires_python = ">=3.8"
 summary = "Easily download, build, install, upgrade, and uninstall Python packages"
 files = [
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 ]
 
 [[package]]
@@ -2575,6 +2690,15 @@ files = [
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 ]
 
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+summary = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
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+]
+
 [[package]]
 name = "soupsieve"
 version = "2.5"
@@ -2630,17 +2754,17 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.4"
+version = "0.12.5"
 requires_python = ">=3.7"
 summary = "Style preserving TOML library"
 files = [
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 ]
 
 [[package]]
 name = "twine"
-version = "5.0.0"
+version = "5.1.0"
 requires_python = ">=3.8"
 summary = "Collection of utilities for publishing packages on PyPI"
 dependencies = [
@@ -2655,34 +2779,18 @@ dependencies = [
     "urllib3>=1.26.0",
 ]
 files = [
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-[[package]]
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-version = "0.12.3"
-requires_python = ">=3.7"
-summary = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-dependencies = [
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-    "rich>=10.11.0",
-    "shellingham>=1.3.0",
-    "typing-extensions>=3.7.4.3",
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 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.11.0"
+version = "4.12.0"
 requires_python = ">=3.8"
 summary = "Backported and Experimental Type Hints for Python 3.8+"
 files = [
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 ]
 
 [[package]]
@@ -2697,7 +2805,7 @@ files = [
 
 [[package]]
 name = "virtualenv"
-version = "20.26.1"
+version = "20.26.2"
 requires_python = ">=3.7"
 summary = "Virtual Python Environment builder"
 dependencies = [
@@ -2706,45 +2814,48 @@ dependencies = [
     "platformdirs<5,>=3.9.1",
 ]
 files = [
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 ]
 
 [[package]]
 name = "watchdog"
-version = "4.0.0"
+version = "4.0.1"
 requires_python = ">=3.8"
 summary = "Filesystem events monitoring"
 files = [
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+    {file = "watchdog-4.0.1-py3-none-manylinux2014_ppc64.whl", hash = "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57"},
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+    {file = "watchdog-4.0.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84"},
+    {file = "watchdog-4.0.1-py3-none-win32.whl", hash = "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429"},
+    {file = "watchdog-4.0.1-py3-none-win_amd64.whl", hash = "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a"},
+    {file = "watchdog-4.0.1-py3-none-win_ia64.whl", hash = "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d"},
+    {file = "watchdog-4.0.1.tar.gz", hash = "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44"},
 ]
 
 [[package]]
@@ -2756,6 +2867,15 @@ files = [
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
 ]
 
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+summary = "Character encoding aliases for legacy web content"
+files = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+
 [[package]]
 name = "xdg"
 version = "6.0.0"
@@ -2797,10 +2917,10 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.19.0"
 requires_python = ">=3.8"
 summary = "Backport of pathlib-compatible object wrapper for zip files"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"},
+    {file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index b30b41c..3d0a204 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,54 +16,7 @@ version_files = [
 
 # --------- PDM -------------
 
-[project]
-# PEP 621 project metadata
-# See https://www.python.org/dev/peps/pep-0621/
-dynamic = ["version"]
-authors = [
-    {name = "Lyz", email = "lyz-code-security-advisories@riseup.net"},
-]
-license = {text = "GPL-3.0-only"}
-requires-python = ">=3.8.1"
-dependencies = [
-    "beautifulsoup4>=4.10.0",
-    "mkdocs>=1.2.3",
-    "mkdocs-section-index>=0.3.3",
-    "mkdocs-autolinks-plugin>=0.4.0",
-    # Until https://github.com/lyz-code/mkdocs-newsletter/issues/104 is fixed
-    "pydantic<2.0.0",
-    "gitpython>=3.1.27",
-    "python-semantic-release>=7.26.0",
-    "deepdiff>=5.7.0",
-    "mkdocs-material>=8.2.5",
-    "mkdocs-git-revision-date-localized-plugin>=1.0.0",
-]
-name = "mkdocs-newsletter"
-description = "Automatically create newsletters from the changes in a mkdocs repository"
-readme = "README.md"
-classifiers=[
-    "Development Status :: 5 - Production/Stable",
-    "Intended Audience :: Developers",
-    "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
-    "Operating System :: Unix",
-    "Operating System :: POSIX",
-    "Programming Language :: Python",
-    "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
-    "Programming Language :: Python :: 3.10",
-    "Programming Language :: Python :: 3.11",
-    "Topic :: Utilities",
-    "Natural Language :: English",
-]
-
-[project.urls]
-Issues = "https://github.com/lyz-code/mkdocs-newsletter/issues"
-homepage = "https://github.com/lyz-code/mkdocs-newsletter"
-documentation = "https://lyz-code.github.io/mkdocs-newsletter"
 
-[project.entry-points."mkdocs.plugins"]
-mkdocs-newsletter = "mkdocs_newsletter:Newsletter"
 
 [tool.pdm.resolution]
 allow-prereleases = true
@@ -127,8 +80,8 @@ doc = [
     "mkdocs-section-index>=0.3.4",
 ]
 security = [
-    "safety>=2.3.1",
     "bandit>=1.7.3",
+    "pip-audit>=2.7.3",
 ]
 fixers = [
     "autoimport>=1.2.2",
@@ -152,6 +105,55 @@ dependencies = [
     "pyflakes<2.5.0",
 ]
 
+[project]
+# PEP 621 project metadata
+# See https://www.python.org/dev/peps/pep-0621/
+dynamic = ["version"]
+authors = [
+    {name = "Lyz", email = "lyz-code-security-advisories@riseup.net"},
+]
+license = {text = "GPL-3.0-only"}
+requires-python = ">=3.8.1"
+dependencies = [
+    "beautifulsoup4>=4.10.0",
+    "mkdocs>=1.2.3",
+    "mkdocs-section-index>=0.3.3",
+    "mkdocs-autolinks-plugin>=0.4.0",
+    # Until https://github.com/lyz-code/mkdocs-newsletter/issues/104 is fixed
+    "pydantic<2.0.0",
+    "gitpython>=3.1.27",
+    "python-semantic-release>=7.26.0",
+    "deepdiff>=5.7.0",
+    "mkdocs-material>=8.2.5",
+    "mkdocs-git-revision-date-localized-plugin>=1.0.0",
+]
+name = "mkdocs-newsletter"
+description = "Automatically create newsletters from the changes in a mkdocs repository"
+readme = "README.md"
+classifiers=[
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
+    "Operating System :: Unix",
+    "Operating System :: POSIX",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Utilities",
+    "Natural Language :: English",
+]
+
+[project.urls]
+Issues = "https://github.com/lyz-code/mkdocs-newsletter/issues"
+homepage = "https://github.com/lyz-code/mkdocs-newsletter"
+documentation = "https://lyz-code.github.io/mkdocs-newsletter"
+
+[project.entry-points."mkdocs.plugins"]
+mkdocs-newsletter = "mkdocs_newsletter:Newsletter"
+
 [build-system]
 requires = ["pdm-backend"]
 build-backend = "pdm.backend"