diff --git a/.github/workflows/install.yaml b/.github/workflows/install.yaml
index c4f821523..f59fcd9be 100644
--- a/.github/workflows/install.yaml
+++ b/.github/workflows/install.yaml
@@ -1,7 +1,5 @@
 name: Test installs
-on:
-  - pull_request
-  - push
+on: pull_request
 
 jobs:
 
@@ -15,6 +13,8 @@ jobs:
           - "3.8"
           - "3.9"
           - "3.10"
+          - "3.11"
+          - "3.12"
     runs-on: ubuntu-latest
     container: python:${{ matrix.python-version }}
     steps:
diff --git a/.github/workflows/markdown.yaml b/.github/workflows/markdown.yaml
index 5b1e62b9a..904a36d82 100644
--- a/.github/workflows/markdown.yaml
+++ b/.github/workflows/markdown.yaml
@@ -7,7 +7,9 @@ jobs:
 
   mdl:
     runs-on: ubuntu-latest
-    container: rsrchboy/mdl
     steps:
-      - uses: actions/checkout@v2
-      - run: mdl .
+      - uses: actions/checkout@v4
+      - uses: articulate/actions-markdownlint@v1
+        with:
+          config: .markdownlint.yaml
+          ignore: 'tests/'
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 229b40d61..714174fe6 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -1,7 +1,5 @@
 name: Run tests
-on:
-  - pull_request
-  - push
+on: pull_request
 
 jobs:
 
@@ -18,14 +16,15 @@ jobs:
     strategy:
       matrix:
         python-version:
-          - "3.6"
-          - "3.7"
           - "3.8"
           - "3.9"
           - "3.10"
+          - "3.11"
+          # - "3.12" # Installing numpy (1.24.4): Failed
     container: python:${{ matrix.python-version }}
     steps:
-      - run: pip install pipenv
+      - run: echo "${HOME}/.local/bin" >> $GITHUB_PATH
+      - run: pip install pipx
+      - run: pipx install poetry
       - uses: actions/checkout@v2
-      - run: pipenv install -d
       - run: make test
diff --git a/.markdownlint.yaml b/.markdownlint.yaml
new file mode 100644
index 000000000..40598550b
--- /dev/null
+++ b/.markdownlint.yaml
@@ -0,0 +1,2 @@
+MD004:
+  style: "dash"
diff --git a/CHANGELOG.md b/CHANGELOG.md
index b8fb7948f..132700c3c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,10 @@
 
 ## WIP
 
+## Mackup 0.8.38
+
+- Build and release with poetry
+
 ## Mackup 0.8.37
 
 - Added support for macOS Preview (via @iloveitaly)
diff --git a/Makefile b/Makefile
index bfb486c88..56787632f 100644
--- a/Makefile
+++ b/Makefile
@@ -1,23 +1,18 @@
-develop:
-	pipenv run python setup.py develop
-
-undevelop:
-	pipenv run python setup.py develop --uninstall
-
 lint:
 	# Install mdl with "gem install mdl"
 	mdl .
 
 test:
-	pipenv run nosetests --with-coverage --cover-tests --cover-inclusive --cover-branches --cover-package=mackup
+	poetry install --with dev
+	poetry run nosetests --with-coverage --cover-branches --cover-package=mackup
 
 clean:
 	rm -rf dist/
 	rm -rf Mackup.egg-info/
 
 release: clean
-	pipenv run python setup.py sdist
-	pipenv run twine upload dist/*
+	poetry build
+	poetry publish
 
 black:
 	black --target-version py310 .
diff --git a/mackup/constants.py b/mackup/constants.py
index f8c2fe6f0..811a8bb49 100644
--- a/mackup/constants.py
+++ b/mackup/constants.py
@@ -1,6 +1,6 @@
 """Constants used in Mackup."""
 # Current version
-VERSION = "0.8.37"
+VERSION = "0.8.38"
 
 # Support platforms
 PLATFORM_DARWIN = "Darwin"
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 000000000..5906252f0
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,684 @@
+# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+
+[[package]]
+name = "2to3"
+version = "1.0"
+description = "Adds the 2to3 command directly to entry_points."
+optional = false
+python-versions = "*"
+files = [
+    {file = "2to3-1.0-py3-none-any.whl", hash = "sha256:a39fb204829c6ed90be1507f3aff1c2b4fa6734585d57a50286f039546b5fb7f"},
+    {file = "2to3-1.0.tar.gz", hash = "sha256:958bc212c928bbdcbc778b72528e0a39ae4ee8040eda6af6c3b5dd640c98ce6d"},
+]
+
+[[package]]
+name = "alabaster"
+version = "0.7.13"
+description = "A configurable sidebar-enabled Sphinx theme"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
+    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+]
+
+[[package]]
+name = "babel"
+version = "2.13.1"
+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"},
+]
+
+[package.dependencies]
+pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..ea2397725
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,25 @@
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