diff --git a/.flake8 b/.flake8
deleted file mode 100644
index 2bcd70e..0000000
--- a/.flake8
+++ /dev/null
@@ -1,2 +0,0 @@
-[flake8]
-max-line-length = 88
diff --git a/.github/workflows/automated_checks.yml b/.github/workflows/automated_checks.yml
index feec4fc..18be496 100644
--- a/.github/workflows/automated_checks.yml
+++ b/.github/workflows/automated_checks.yml
@@ -7,41 +7,43 @@ on:
   pull_request:
 
 jobs:
-  automated_checks:
-    name: Check code quality
-
+  check:
     runs-on: ubuntu-latest
-
+    continue-on-error: true
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ["3.7", "3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
 
     steps:
-      - name: Checkout repository
-        uses: actions/checkout@v2
+    - uses: actions/checkout@v4
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install just
+      # Temporarily use the open PR branch:
+      # - https://github.com/casey/just/pull/2312
+      # - https://github.com/casey/just/issues/2311
+      run: pipx install git+https://github.com/rachtsingh/just.git
+
+    - name: Install uv
+      run: pipx install uv
 
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: uv sync
 
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install poetry
-          poetry config virtualenvs.create false
-          poetry install --no-root --no-interaction
+    - name: Check formatting via ruff
+      run: uv run just formatcheck
 
-      - name: Run tests
-        run: pytest
+    - name: Check type hints via mypy
+      run: uv run just typecheck
 
-      - name: Run type checker
-        run: mypy --strict mdut
+    - name: Run linter via ruff
+      run: uv run just lint
 
-      - name: Run linter
-        run: flake8
+    - name: Run tests via pytest
+      run: uv run just test
 
-      - name: Check build
-        run: poetry build
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 396148d..781738b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,18 +2,23 @@
 
 
 <!--
-headers:
-Added      - new features
-Changed    - changes in existing functionality
-Deprecated - soon-to-be removed features
-Removed    - now removed features
-Fixed      - any bug fixes
-Security   - in case of vulnerabilities
+- Added: for new features
+- Changed: for changes in existing functionality
+- Deprecated: for soon-to-be removed features
+- Removed: for now removed features
+- Fixed: for any bug fixes
+- Security: in case of vulnerabilities
 -->
 
 
 ## [Unreleased]
 
+### Added
+- Python 3.11, and 3.12 to CI version matrix
+
+### Removed
+- Python 3.7 and 3.8 from CI version matrix
+
 
 ## [22.6.0]
 
diff --git a/justfile b/justfile
new file mode 100644
index 0000000..73a9770
--- /dev/null
+++ b/justfile
@@ -0,0 +1,29 @@
+############################################################
+# All commands are to be run inside a virtual environment. #
+# E.g.,                                                    #
+#     uv run just lint                                     #
+############################################################
+
+
+# check formatting via ruff
+formatcheck:
+    ruff format --check .
+
+# check type hints via mypy
+typecheck:
+    mypy --strict .
+
+# run linter via ruff
+lint:
+    ruff check .
+
+# run tests via pytest
+test:
+    pytest -svv .
+
+# run all checks
+checkall:
+    just formatcheck
+    just typecheck
+    just lint
+    just test
diff --git a/mdut/__init__.py b/mdut/__init__.py
deleted file mode 100644
index 7019ffe..0000000
--- a/mdut/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-from .mdut import inline, reference  # noqa
diff --git a/modd.conf b/modd.conf
index 3f515a0..36a06b7 100644
--- a/modd.conf
+++ b/modd.conf
@@ -1,8 +1,14 @@
-# tests
 **/*.py {
-  prep: pytest
-  prep: mypy --strict mdut
-  prep: flake8
-  prep: python mdut/mdut.py http://example.com
-  prep: python mdut/mdut.py -s inline http://example.com
+  # check formatting via ruff
+  prep: ruff format --check .
+
+  # check type hints via mypy
+  prep: mypy --strict .
+
+  # run linter via ruff
+  prep: ruff check .
+
+  # run tests via pytest
+  prep: pytest -svv .
 }
+
diff --git a/pyproject.toml b/pyproject.toml
index 79afb68..1f95f74 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,22 +1,32 @@
-[tool.poetry]
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
 name = "mdut"
 version = "22.6.0"
+dependencies = [
+    "httpx>=0.27.0",
+    "beautifulsoup4>=4.12.3",
+    "pyperclip>=1.9.0",
+    "click>=8.1.7",
+]
+requires-python = ">=3.9"
+authors = [
+    {name = "Nik Kantar", email = "nik@nkantar.com" },
+]
 description = "Markdown URL tag generator"
-license = "MIT"
-authors = ["Nik Kantar <nik@nkantar.com>"]
 readme = "README.md"
-homepage = "https://github.com/nkantar/mdut"
-repository = "https://github.com/nkantar/mdut"
-documentation = "https://github.com/nkantar/mdut"
-
-keywords = ["markdown"]
+license = {file = "LICENSE"}
 classifiers = [
   "Development Status :: 5 - Production/Stable",
   "Environment :: Console",
   "Intended Audience :: Developers",
   "License :: OSI Approved :: MIT License",
+  "Programming Language :: Python :: 3.9",
   "Programming Language :: Python :: 3.10",
   "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
   "Topic :: Internet :: WWW/HTTP",
   "Topic :: Software Development :: Code Generators",
   "Topic :: Software Development :: Libraries",
@@ -25,33 +35,14 @@ classifiers = [
   "Typing :: Typed",
 ]
 
-packages = [
-  { include = "mdut" },
-]
+[project.scripts]
+mdut = "src.mdut:mdut"
 
-include = [
-  "CHANGELOG.md",
-  "LICENSE",
-  "README.md",
+[tool.uv]
+dev-dependencies = [
+    "ruff>=0.6.2",
+    "pytest>=8.3.2",
+    "mypy>=1.11.2",
+    "pdbpp>=0.10.3",
+    "types-beautifulsoup4>=4.12.0.20240511",
 ]
-
-[tool.poetry.dependencies]
-python = "^3.7"
-httpx = "^0.23.0"
-beautifulsoup4 = "^4.11.1"
-pyperclip = "^1.8.2"
-click = "^8.1.3"
-
-[tool.poetry.dev-dependencies]
-black = "^22.3.0"
-pytest = "^7.1.2"
-mypy = "^0.960"
-flake8 = "^4.0.1"
-types-beautifulsoup4 = "^4.11.1"
-
-[tool.poetry.scripts]
-mdut = "mdut.mdut:mdut"
-
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
diff --git a/src/mdut/__init__.py b/src/mdut/__init__.py
new file mode 100644
index 0000000..b12b2d9
--- /dev/null
+++ b/src/mdut/__init__.py
@@ -0,0 +1 @@
+"""Main mdut module."""
diff --git a/mdut/mdut.py b/src/mdut/mdut.py
similarity index 100%
rename from mdut/mdut.py
rename to src/mdut/mdut.py
diff --git a/src/mdut/py.typed b/src/mdut/py.typed
new file mode 100644
index 0000000..e69de29
diff --git a/tests/__init__.py b/tests/__init__.py
index e69de29..ba09278 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -0,0 +1 @@
+"""Tests for all of mdut."""
diff --git a/tests/test_extract_title.py b/tests/test_extract_title.py
index 7c20b81..b0060cd 100644
--- a/tests/test_extract_title.py
+++ b/tests/test_extract_title.py
@@ -19,7 +19,7 @@
         ),
     ],
 )
-def test_valid(html, title):
+def test_valid(html: str, title: str) -> None:
     assert extract_title(html) == title
 
 
@@ -35,5 +35,5 @@ def test_valid(html, title):
         int,
     ],
 )
-def test_invalid(html):
+def test_invalid(html: str) -> None:
     assert extract_title(html) == "TODO"
diff --git a/tests/test_generate_tag.py b/tests/test_generate_tag.py
index 3ed7318..d9ad0c3 100644
--- a/tests/test_generate_tag.py
+++ b/tests/test_generate_tag.py
@@ -11,7 +11,7 @@
         ("foo", None, '[TODO]: foo "TODO"'),
     ],
 )
-def test_reference(url, title, tag):
+def test_reference(url: str, title: str, tag: str) -> None:
     assert generate_tag(url, title, "reference") == tag
 
 
@@ -23,7 +23,7 @@ def test_reference(url, title, tag):
         ("foo", None, '[TODO](foo "TODO")'),
     ],
 )
-def test_inline(url, title, tag):
+def test_inline(url: str, title: str, tag: str) -> None:
     assert generate_tag(url, title, "inline") == tag
 
 
@@ -35,5 +35,5 @@ def test_inline(url, title, tag):
         ("foo", None, "[TODO](foo)"),
     ],
 )
-def test_slack(url, title, tag):
+def test_slack(url: str, title: str, tag: str) -> None:
     assert generate_tag(url, title, "slack") == tag
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..3f98c0f
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,396 @@
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+requires-python = ">=3.9"
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