diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 7a5c1f4..2b48e38 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -1,3 +1,6 @@
+# Copyright (C) 2022 Sebastian Thomschke and contributors
+# SPDX-License-Identifier: AGPL-3.0-or-later
+#
 # https://docs.github.com/en/free-pro-team@latest/actions/reference/workflow-syntax-for-github-actions
 name: Build
 
@@ -37,32 +40,34 @@ jobs:
 
     - name: Install python dependencies
       run: |
-         set -eux
+        set -eux
 
-         python --version
+        python --version
 
-         pip install .[dev]
+        python -m pip install --upgrade pip
 
-    - name: python setup.py check
+        pip install pdm
+        pip install pdm-packer
+
+        # https://github.com/python/mypy/issues/11829
+        pip install -t __pypackages__/3.10/lib git+git://github.com/python/mypy.git@9b3147701f054bf8ef42bd96e33153b05976a5e1
+
+        # https://github.com/pdm-project/pdm/issues/728#issuecomment-1021771200
+        pip install -t __pypackages__/3.10/lib selenium
+
+        pdm install
+
+    - name: Scanning for security issues using bandit
       run: |
-         # https://docs.python.org/3/distutils/apiref.html#module-distutils.command.check
-         python setup.py check --metadata --strict --verbose
-
-    - name: bandit
-      run: |
-         set -eux
-         bandit -c pyproject.toml --exclude '*/.eggs/*' -r .
+        pdm run bandit
 
     - name: pylint
       run: |
-         set -eux
-         pip install pylint
-         pylint kleinanzeigen_bot
+        pdm run pylint
 
     - name: pytest
       run: |
-         set -eux
-         python -m pytest
+        pdm run pytest
 
     - name: run kleinanzeigen_bot
       run: |
@@ -74,9 +79,9 @@ jobs:
 
         set -eux
 
-        python -m kleinanzeigen_bot help
-        python -m kleinanzeigen_bot version
-        python -m kleinanzeigen_bot verify
+        pdm run app help
+        pdm run app version
+        pdm run app verify
 
     - name: "Build docker image"
       if: startsWith(matrix.os, 'linux')
@@ -87,10 +92,44 @@ jobs:
 
         docker run --rm kleinanzeigen-bot/kleinanzeigen-bot help
 
-    - name: py2exe
-      if: startsWith(matrix.os, 'windows')
+    - name: "Install: binutils (strip)"
+      if: startsWith(matrix.os, 'ubuntu')
+      run: sudo apt-get --no-install-recommends install -y binutils
+
+    - name: "Install: UPX"
       run: |
-        python setup.py py2exe
+        set -eu
+        
+        case "${{ matrix.target }}" in
+          macos-*)
+            brew install upx
+            ;;
+          ubuntu-*)
+            mkdir /opt/upx
+            upx_download_url=$(curl -fsSL https://api.github.com/repos/upx/upx/releases/latest | grep browser_download_url | grep amd64_linux.tar.xz | cut "-d\"" -f4)
+            echo "Downloading [$upx_download_url]..."
+            curl -fL $upx_download_url | tar Jxv -C /opt/upx --strip-components=1
+            echo "/opt/upx" >> $GITHUB_PATH
+            ;;
+          windows-*)
+            upx_download_url=$(curl -fsSL https://api.github.com/repos/upx/upx/releases/latest | grep browser_download_url | grep win64.zip | cut "-d\"" -f4)
+            echo "Downloading [$upx_download_url]..."
+            curl -fL -o /tmp/upx.zip $upx_download_url
+  
+            echo "Extracting upx.zip..."
+            mkdir /tmp/upx
+            7z e /tmp/upx.zip -o/tmp/upx *.exe -r
+            echo "$(cygpath -wa /tmp/upx)" >> $GITHUB_PATH
+            ;;
+        esac
+        
+
+    - name: pyinstaller
+      run: |
+        set -eux
+        
+        pdm run pyinstaller
+        
         ls -l dist
 
     - name: run kleinanzeigen_bot.exe
diff --git a/.gitignore b/.gitignore
index ced2c7a..894f2bf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,11 +11,13 @@ _LOCAL/
 kleinanzeigen_bot/version.py
 
 # python
+/__pypackages__
 __pycache__
 /build
 /dist
 /.eggs
 /*.egg-info
+/.pdm.toml
 
 # Eclipse
 /.project
diff --git a/README.md b/README.md
index 3a6d6e1..154bd47 100644
--- a/README.md
+++ b/README.md
@@ -68,12 +68,17 @@ It is a spiritual successor to [AnzeigenOrg/ebayKleinanzeigen](https://github.co
    cd kleinanzeigen-bot
    ```
 1. Install the Python dependencies using:
-   ```
-   pip install .
+   ```bash
+   pip install pdm
+
+   # temporary workaround for https://github.com/pdm-project/pdm/issues/728#issuecomment-1021771200
+   pip install -t __pypackages__/3.10/lib selenium
+
+   pdm install
    ```
 1. Run the app:
    ```
-   python -m kleinanzeigen_bot --help
+   pdm run app --help
    ```
 
 ### Installation using Docker
@@ -243,17 +248,17 @@ updated_on: # set automatically
 
 > Please read [CONTRIBUTING.md](CONTRIBUTING.md) before contributing code. Thank you!
 
-- Installing dev dependencies: `pip install .[dev]`
-- Running unit tests: `python -m pytest` or `pytest`
-- Running linter: `python -m pylint kleinanzeigen_bot` or `pylint kleinanzeigen_bot`
+- Running unit tests: `pdm run pytest`
+- Running linter: `pdm run pylint`
 - Displaying effective version:`python setup.py --version`
-- Creating Windows executable: `python setup.py py2exe`
+- Creating Windows executable: `pdm run pyinstaller`
 - Application bootstrap works like this:
   ```python
-  python -m kleinanzeigen_bot
-  |-> executes 'kleinanzeigen_bot/__main__.py'
-      |-> executes main() function of 'kleinanzeigen_bot/__init__.py'
-          |-> executes KleinanzeigenBot().run()
+  pdm run app
+  |-> executes 'python -m kleinanzeigen_bot'
+      |-> executes 'kleinanzeigen_bot/__main__.py'
+          |-> executes main() function of 'kleinanzeigen_bot/__init__.py'
+              |-> executes KleinanzeigenBot().run()
   ````
 
 
diff --git a/docker/image/Dockerfile b/docker/image/Dockerfile
index 5cf5615..6f39029 100644
--- a/docker/image/Dockerfile
+++ b/docker/image/Dockerfile
@@ -6,7 +6,7 @@
 ######################
 # runtime image base
 ######################
-FROM python:3-slim as runtime-base-image
+FROM debian:stable-slim as runtime-base-image
 
 LABEL maintainer="Sebastian Thomschke"
 
@@ -36,25 +36,47 @@ RUN set -eu \
 FROM python:3-slim AS build-image
 
 RUN apt-get update \
- && apt-get install --no-install-recommends -y git \
- && python -m pip install --upgrade pip
+ # install required libraries
+ && apt-get install --no-install-recommends -y \
+    binutils `# required by pyinstaller` \
+    git `# required by pdm to generate app version` \
+    curl xz-utils `# required to install upx` \
+ # install upx
+ # upx is currently not supported on Linux, see https://github.com/pyinstaller/pyinstaller/discussions/6275
+ #&& mkdir /opt/upx \
+ #&& upx_download_url=$(curl -fsSL https://api.github.com/repos/upx/upx/releases/latest | grep browser_download_url | grep amd64_linux.tar.xz | cut "-d\"" -f4) \
+ #&& echo "Downloading [$upx_download_url]..." \
+ #&& curl -fL $upx_download_url | tar Jxv -C /opt/upx --strip-components=1 \
+ # upgrade pip
+ && python -m pip install --upgrade pip \
+ # install pdm
+ && pip install pdm
+
+ENV PATH="/opt/upx:${PATH}"
 
 COPY kleinanzeigen_bot /opt/app/kleinanzeigen_bot
 COPY .git /opt/app/.git
-COPY *.py *.txt *.toml /opt/app/
+COPY README.md pdm.lock pyinstaller.spec pyproject.toml /opt/app/
 
 RUN cd /opt/app \
  && ls -la . \
- && pip install --user . \
- # generates version.py
- && python setup.py --version
+ # https://github.com/python/mypy/issues/11829
+ && pip install -t __pypackages__/3.10/lib git+git://github.com/python/mypy.git@9b3147701f054bf8ef42bd96e33153b05976a5e1  \
+ # https://github.com/pdm-project/pdm/issues/728#issuecomment-1021771200
+ && pip install -t __pypackages__/3.10/lib selenium \
+ && pdm install \
+ && ls -la kleinanzeigen_bot \
+ && pdm run pyinstaller \
+ && ls -l dist
+
+RUN /opt/app/dist/kleinanzeigen-bot --help
 
 
 ######################
 # final image
 ######################
 FROM runtime-base-image
-COPY --from=build-image /root/.local /root/.local
+COPY --from=build-image /opt/app/dist/kleinanzeigen-bot /opt/kleinanzeigen-bot
 
 ARG BUILD_DATE
 ARG GIT_COMMIT_HASH
diff --git a/docker/image/run.sh b/docker/image/run.sh
index 6428df1..bf23438 100644
--- a/docker/image/run.sh
+++ b/docker/image/run.sh
@@ -21,4 +21,4 @@ fi
 
 cd /mnt/data
 
-python -m kleinanzeigen_bot --config $CONFIG_FILE "$@"
+/opt/kleinanzeigen-bot --config $CONFIG_FILE "$@"
diff --git a/kleinanzeigen_bot/__init__.py b/kleinanzeigen_bot/__init__.py
index a4003db..001da03 100644
--- a/kleinanzeigen_bot/__init__.py
+++ b/kleinanzeigen_bot/__init__.py
@@ -4,6 +4,7 @@ SPDX-License-Identifier: AGPL-3.0-or-later
 """
 import atexit, copy, getopt, glob, json, logging, os, signal, sys, textwrap, time, urllib
 from datetime import datetime
+import importlib.metadata
 from logging.handlers import RotatingFileHandler
 from typing import Any, Dict, Final, Iterable
 
@@ -20,11 +21,6 @@ LOG_ROOT:Final[logging.Logger] = logging.getLogger()
 LOG:Final[logging.Logger] = logging.getLogger("kleinanzeigen_bot")
 LOG.setLevel(logging.INFO)
 
-try:
-    from .version import version as VERSION
-except ModuleNotFoundError:
-    VERSION = "unknown"
-
 
 class KleinanzeigenBot(SeleniumMixin):
 
@@ -50,7 +46,9 @@ class KleinanzeigenBot(SeleniumMixin):
     def __del__(self):
         if self.file_log:
             LOG_ROOT.removeHandler(self.file_log)
-        super().__del__()
+
+    def get_version(self) -> str:
+        return importlib.metadata.version(__package__)
 
     def run(self, args:Iterable[str]) -> None:
         self.parse_args(args)
@@ -58,7 +56,7 @@ class KleinanzeigenBot(SeleniumMixin):
             case "help":
                 self.show_help()
             case "version":
-                print(VERSION)
+                print(self.get_version())
             case "verify":
                 self.configure_file_logging()
                 self.load_config()
@@ -85,6 +83,8 @@ class KleinanzeigenBot(SeleniumMixin):
     def show_help(self) -> None:
         if is_frozen():
             exe = sys.argv[0]
+        elif os.getenv("PDM_PROJECT_ROOT", ""):
+            exe = "pdm run app"
         else:
             exe = "python -m kleinanzeigen_bot"
 
@@ -143,6 +143,8 @@ class KleinanzeigenBot(SeleniumMixin):
         self.file_log.setFormatter(logging.Formatter('%(asctime)s [%(levelname)s] %(message)s'))
         LOG_ROOT.addHandler(self.file_log)
 
+        LOG.info("App version: %s", self.get_version())
+
     def load_ads(self, exclude_inactive = True, exclude_undue = True) -> Iterable[Dict[str, Any]]:
         LOG.info("Searching for ad files...")
 
diff --git a/kleinanzeigen_bot/selenium_mixin.py b/kleinanzeigen_bot/selenium_mixin.py
index 1713908..782c609 100644
--- a/kleinanzeigen_bot/selenium_mixin.py
+++ b/kleinanzeigen_bot/selenium_mixin.py
@@ -2,9 +2,8 @@
 Copyright (C) 2022 Sebastian Thomschke and contributors
 SPDX-License-Identifier: AGPL-3.0-or-later
 """
-import logging, os, shutil, sys, tempfile
+import logging, os, shutil, sys
 from typing import Any, Callable, Dict, Final, Iterable, Tuple
-from importlib.resources import read_text as get_resource_as_string
 
 from selenium import webdriver
 from selenium.common.exceptions import NoSuchElementException, TimeoutException
@@ -22,7 +21,7 @@ from webdriver_manager.chrome import ChromeDriverManager
 from webdriver_manager.microsoft import EdgeChromiumDriverManager
 from webdriver_manager.utils import ChromeType
 
-from .utils import ensure, is_frozen, pause
+from .utils import ensure, pause
 
 LOG:Final[logging.Logger] = logging.getLogger("kleinanzeigen_bot.selenium_mixin")
 
@@ -34,10 +33,6 @@ class SeleniumMixin:
         self.browser_binary_location:str = None
         self.webdriver:WebDriver = None
 
-    def __del__(self):
-        if getattr(self, 'cacertfile', None):
-            os.remove(self.cacertfile)
-
     def create_webdriver_session(self) -> None:
         LOG.info("Creating WebDriver session...")
 
@@ -68,27 +63,6 @@ class SeleniumMixin:
                 LOG.info(" -> Chrome binary location: %s", self.browser_binary_location)
             return browser_options
 
-        # if run via py2exe fix resource lookup
-        if is_frozen():
-            import pathlib  # pylint: disable=import-outside-toplevel
-
-            if not os.getenv("REQUESTS_CA_BUNDLE", None) or not os.path.exists(os.getenv("REQUESTS_CA_BUNDLE", None)):
-                with tempfile.NamedTemporaryFile(delete = False) as tmp:
-                    LOG.debug("Writing cacert file to [%s]...", tmp.name)
-                    tmp.write(get_resource_as_string("certifi", "cacert.pem").encode('utf-8'))
-                    self.cacertfile = tmp.name
-                os.environ['REQUESTS_CA_BUNDLE'] = self.cacertfile
-
-            read_text_orig = pathlib.Path.read_text
-
-            def read_text_new(self, encoding = None, errors = None):
-                path = str(self)
-                if "selenium_stealth" in path:
-                    return get_resource_as_string("selenium_stealth", self.name)
-                return read_text_orig(self, encoding, errors)
-
-            pathlib.Path.read_text = read_text_new
-
         # check if a chrome driver is present already
         if shutil.which(DEFAULT_CHROMEDRIVER_PATH):
             self.webdriver = webdriver.Chrome(options = init_browser_options(webdriver.ChromeOptions()))
diff --git a/pdm.lock b/pdm.lock
new file mode 100644
index 0000000..84cfaea
--- /dev/null
+++ b/pdm.lock
@@ -0,0 +1,1062 @@
+[[package]]
+name = "altgraph"
+version = "0.17.2"
+summary = "Python graph (network) package"
+
+[[package]]
+name = "astroid"
+version = "2.9.3"
+requires_python = ">=3.6.2"
+summary = "An abstract syntax tree for Python with inference support."
+dependencies = [
+    "lazy-object-proxy>=1.4.0",
+    "setuptools>=20.0",
+    "wrapt<1.14,>=1.11",
+]
+
+[[package]]
+name = "async-generator"
+version = "1.10"
+requires_python = ">=3.5"
+summary = "Async generators and context managers for Python 3.5+"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+summary = "Atomic file writes."
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "Classes Without Boilerplate"
+
+[[package]]
+name = "bandit"
+version = "1.7.2"
+summary = "Security oriented static analyser for python code."
+dependencies = [
+    "GitPython>=1.0.1",
+    "PyYAML>=5.3.1",
+    "colorama>=0.3.9; platform_system == \"Windows\"",
+    "stevedore>=1.20.0",
+]
+
+[[package]]
+name = "certifi"
+version = "2021.10.8"
+summary = "Python package for providing Mozilla's CA Bundle."
+
+[[package]]
+name = "cffi"
+version = "1.15.0"
+summary = "Foreign Function Interface for Python calling C code."
+dependencies = [
+    "pycparser",
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "2.0.10"
+requires_python = ">=3.5.0"
+summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "Cross-platform colored terminal text."
+
+[[package]]
+name = "coloredlogs"
+version = "15.0.1"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "Colored terminal output for Python's logging module"
+dependencies = [
+    "humanfriendly>=9.1",
+]
+
+[[package]]
+name = "configparser"
+version = "5.2.0"
+requires_python = ">=3.6"
+summary = "Updated configparser from Python 3.8 for Python 2.6+."
+
+[[package]]
+name = "crayons"
+version = "0.4.0"
+summary = "TextUI colors for Python."
+dependencies = [
+    "colorama",
+]
+
+[[package]]
+name = "cryptography"
+version = "36.0.1"
+requires_python = ">=3.6"
+summary = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+dependencies = [
+    "cffi>=1.12",
+]
+
+[[package]]
+name = "future"
+version = "0.18.2"
+requires_python = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+summary = "Clean single-source support for Python 3 and 2"
+
+[[package]]
+name = "gitdb"
+version = "4.0.9"
+requires_python = ">=3.6"
+summary = "Git Object Database"
+dependencies = [
+    "smmap<6,>=3.0.1",
+]
+
+[[package]]
+name = "gitpython"
+version = "3.1.26"
+requires_python = ">=3.7"
+summary = "GitPython is a python library used to interact with Git repositories"
+dependencies = [
+    "gitdb<5,>=4.0.1",
+]
+
+[[package]]
+name = "h11"
+version = "0.13.0"
+requires_python = ">=3.6"
+summary = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+
+[[package]]
+name = "humanfriendly"
+version = "10.0"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "Human friendly output for text interfaces using Python"
+dependencies = [
+    "pyreadline3; sys_platform == \"win32\" and python_version >= \"3.8\"",
+]
+
+[[package]]
+name = "idna"
+version = "3.3"
+requires_python = ">=3.5"
+summary = "Internationalized Domain Names in Applications (IDNA)"
+
+[[package]]
+name = "inflect"
+version = "5.3.0"
+requires_python = ">=3.6"
+summary = "Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words"
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+summary = "iniconfig: brain-dead simple config-ini parsing"
+
+[[package]]
+name = "isort"
+version = "5.10.1"
+requires_python = ">=3.6.1,<4.0"
+summary = "A Python utility / library to sort Python imports."
+
+[[package]]
+name = "lazy-object-proxy"
+version = "1.7.1"
+requires_python = ">=3.6"
+summary = "A fast and thorough lazy object proxy."
+
+[[package]]
+name = "macholib"
+version = "1.15.2"
+summary = "Mach-O header analysis and editing"
+dependencies = [
+    "altgraph>=0.15",
+]
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+summary = "McCabe checker, plugin for flake8"
+
+[[package]]
+name = "mypy"
+version = "0.931"
+requires_python = ">=3.6"
+summary = "Optional static typing for Python"
+dependencies = [
+    "mypy-extensions>=0.4.3",
+    "tomli>=1.1.0",
+    "typing-extensions>=3.10",
+]
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+summary = "Experimental type system extensions for programs checked with the mypy typechecker."
+
+[[package]]
+name = "outcome"
+version = "1.1.0"
+requires_python = ">=3.6"
+summary = "Capture the outcome of Python function calls."
+dependencies = [
+    "attrs>=19.2.0",
+]
+
+[[package]]
+name = "packaging"
+version = "21.3"
+requires_python = ">=3.6"
+summary = "Core utilities for Python packages"
+dependencies = [
+    "pyparsing!=3.0.5,>=2.0.2",
+]
+
+[[package]]
+name = "pbr"
+version = "5.8.0"
+requires_python = ">=2.6"
+summary = "Python Build Reasonableness"
+
+[[package]]
+name = "pefile"
+version = "2021.9.3"
+requires_python = ">=3.6.0"
+summary = "Python PE parsing module"
+dependencies = [
+    "future",
+]
+
+[[package]]
+name = "platformdirs"
+version = "2.4.1"
+requires_python = ">=3.7"
+summary = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+
+[[package]]
+name = "pluggy"
+version = "1.0.0"
+requires_python = ">=3.6"
+summary = "plugin and hook calling mechanisms for python"
+
+[[package]]
+name = "psutil"
+version = "5.9.0"
+requires_python = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+summary = "Cross-platform lib for process and system monitoring in Python."
+
+[[package]]
+name = "py"
+version = "1.11.0"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+summary = "library with cross-python path, ini-parsing, io, code, log facilities"
+
+[[package]]
+name = "pycparser"
+version = "2.21"
+summary = "C parser in Python"
+
+[[package]]
+name = "pyinstaller"
+version = "4.8"
+requires_python = "<3.11,>=3.6"
+summary = "PyInstaller bundles a Python application and all its dependencies into a single package."
+dependencies = [
+    "altgraph",
+    "macholib>=1.8; sys_platform == \"darwin\"",
+    "pefile>=2017.8.1; sys_platform == \"win32\"",
+    "pyinstaller-hooks-contrib>=2020.6",
+    "pywin32-ctypes>=0.2.0; sys_platform == \"win32\"",
+    "setuptools",
+]
+
+[[package]]
+name = "pyinstaller-hooks-contrib"
+version = "2022.0"
+summary = "Community maintained hooks for PyInstaller"
+
+[[package]]
+name = "pylint"
+version = "2.12.2"
+requires_python = ">=3.6.2"
+summary = "python code static checker"
+dependencies = [
+    "astroid<2.10,>=2.9.0",
+    "colorama; sys_platform == \"win32\"",
+    "isort<6,>=4.2.5",
+    "mccabe<0.7,>=0.6",
+    "platformdirs>=2.2.0",
+    "toml>=0.9.2",
+]
+
+[[package]]
+name = "pyopenssl"
+version = "21.0.0"
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+    {file = "wrapt-1.13.3-cp39-cp39-win_amd64.whl", hash = "sha256:81bd7c90d28a4b2e1df135bfbd7c23aee3050078ca6441bead44c42483f9ebfb"},
+    {file = "wrapt-1.13.3.tar.gz", hash = "sha256:1fea9cd438686e6682271d36f3481a9f3636195578bab9ca3382e2f5f01fc185"},
+]
+"wsproto 1.0.0" = [
+    {file = "wsproto-1.0.0-py3-none-any.whl", hash = "sha256:d8345d1808dd599b5ffb352c25a367adb6157e664e140dbecba3f9bc007edb9f"},
+    {file = "wsproto-1.0.0.tar.gz", hash = "sha256:868776f8456997ad0d9720f7322b746bbe9193751b5b290b7f924659377c8c38"},
+]
diff --git a/pyinstaller.spec b/pyinstaller.spec
new file mode 100644
index 0000000..3ce3404
--- /dev/null
+++ b/pyinstaller.spec
@@ -0,0 +1,79 @@
+# -*- mode: python ; coding: utf-8 -*-
+"""
+Copyright (C) 2022 Sebastian Thomschke and contributors
+SPDX-License-Identifier: AGPL-3.0-or-later
+
+PyInstaller config file, see https://pyinstaller.readthedocs.io/en/stable/spec-files.html
+"""
+from PyInstaller.utils.hooks import copy_metadata, collect_data_files
+
+datas = [
+    * copy_metadata('kleinanzeigen_bot'),  # required to get version info
+    * collect_data_files("kleinanzeigen_bot"),  # embeds *.yaml files
+    * collect_data_files("selenium_stealth"),  # embeds *.js files
+]
+
+block_cipher = None
+
+analysis = Analysis(
+        ['kleinanzeigen_bot/__main__.py'],
+        pathex = [],
+        binaries = [],
+        datas = datas,
+        hiddenimports = ['pkg_resources'],
+        hookspath = [],
+        hooksconfig = {},
+        runtime_hooks = [],
+        excludes = [
+            "_aix_support",
+            "_osx_support",
+            "argparse",
+            "backports",
+            "bz2",
+            "cryptography.hazmat",
+            "distutils",
+            "doctest",
+            "ftplib",
+            "lzma",
+            "pep517",
+            "pdb",
+            "pip",
+            "pydoc",
+            "pydoc_data",
+            "optparse",
+            "setuptools",
+            "six",
+            "statistics",
+            "test",
+            "unittest",
+            "xml.sax"
+        ],
+        win_no_prefer_redirects = False,
+        win_private_assemblies = False,
+        cipher = block_cipher,
+        noarchive = False
+    )
+
+pyz = PYZ(analysis.pure, analysis.zipped_data, cipher = block_cipher)
+
+import shutil
+
+exe = EXE(pyz,
+        analysis.scripts,
+        analysis.binaries,
+        analysis.zipfiles,
+        analysis.datas,
+        [],
+        name = 'kleinanzeigen-bot',
+        debug = False,
+        bootloader_ignore_signals = False,
+        strip = shutil.which("strip") is not None,
+        upx = shutil.which("upx") is not None,
+        upx_exclude = [],
+        runtime_tmpdir = None,
+        console = True,
+        disable_windowed_traceback = False,
+        target_arch = None,
+        codesign_identity = None,
+        entitlements_file = None
+    )
diff --git a/pyproject.toml b/pyproject.toml
index b3c16e5..980291d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,10 +1,81 @@
 # https://pip.pypa.io/en/stable/reference/build-system/pyproject-toml/
+[build-system]
+requires = ["pdm-pep517"]
+build-backend = "pdm.pep517.api"
+
+[project]
+name = "kleinanzeigen-bot"
+dynamic = ["version"]
+description = "Command line tool to publish ads on ebay-kleinanzeigen.de"
+readme = "README.md"
+authors = [
+    {name = "sebthom", email = "sebthom@users.noreply.github.com"},
+]
+license = {text = "AGPL-3.0-or-later"}
+
+classifiers = [  # https://pypi.org/classifiers/
+	"Development Status :: 4 - Beta",
+	"Environment :: Console",
+	"Operating System :: OS Independent",
+
+	"Intended Audience :: End Users/Desktop",
+	"Topic :: Office/Business",
+
+	"License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)",
+	"Programming Language :: Python :: 3.10"
+]
+requires-python = ">=3.10,<3.11" # <3.11 to get newer versions of pyinstaller
+dependencies = [
+    "coloredlogs~=15.0",
+    "inflect~=5.3",
+    "ruamel.yaml~=0.17",
+    "pywin32==303; sys_platform == 'win32'",
+    "selenium~=4.1",
+    "selenium_stealth~=1.0",
+    "webdriver_manager~=3.5"]
+
+[project.urls]
+homepage = "https://github.com/kleinanzeigen-bot/kleinanzeigen-bot"
+repository = "https://github.com/kleinanzeigen-bot/kleinanzeigen-bot"
+documentation = "https://github.com/kleinanzeigen-bot/kleinanzeigen-bot/README.md"
+
+[project.optional-dependencies]
+
+
+[project.scripts]
+# https://www.python.org/dev/peps/pep-0621/#entry-points
+# https://blogs.thebitx.com/index.php/2021/09/02/pybites-how-to-package-and-deploy-cli-applications-with-python-pypa-setuptools-build/
+kleinanzeigen_bot = 'kleinanzeigen_bot:main'
+
+
+#####################
+# pdm https://github.com/pdm-project/pdm/
+#####################
+[tool.pdm]
+version = {use_scm = true}
+
+[tool.pdm.dev-dependencies]
+dev = [
+    "bandit~=1.7",
+    "pytest~=6.2",
+    "pyinstaller~=4.8",
+    "psutil",
+    "pylint~=2.12",
+    "mypy~=0.931",
+]
+
+[tool.pdm.scripts]
+app = "python -m kleinanzeigen_bot"
+bandit = "bandit -c pyproject.toml -r kleinanzeigen_bot"
+pyinstaller = "pyinstaller pyinstaller.spec --clean"
+pylint = "pylint kleinanzeigen_bot"
+pytest = "python -m pytest -v"
+
 
 #####################
 # bandit https://github.com/PyCQA/bandit
 #####################
 [tool.bandit]
-exclude = ["*/.eggs/*"] # broken :-( https://github.com/PyCQA/bandit/issues/657
 
 
 #####################
@@ -46,9 +117,10 @@ max-locals     = 30
 max-returns    = 10
 max-statements = 70
 
+
 #####################
 # pytest
 #####################
 [tool.pytest.ini_options]
-#https://docs.pytest.org/en/stable/reference.html#confval-addopts
-addopts = "-p no:cacheprovider --doctest-modules --ignore=kleinanzeigen_bot/__main__.py"
+# https://docs.pytest.org/en/stable/reference.html#confval-addopts
+addopts = "-p no:cacheprovider --doctest-modules --ignore=__pypackages__ --ignore=kleinanzeigen_bot/__main__.py"
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index 2eda5db..0000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-bandit~=1.7.1
-py2exe~=0.11.0.1; sys_platform == 'win32'
-pylint~=2.12.2
-pytest~=6.2.5
-setuptools~=60.5.0
-wheel~=0.37.1
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 3e61ab8..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-coloredlogs~=15.0.1
-inflect~=5.3.0
-ruamel.yaml~=0.17.20
-pywin32==303; sys_platform == 'win32'
-selenium~=4.1.0
-selenium_stealth~=1.0.6
-webdriver_manager~=3.5.2
diff --git a/setup.py b/setup.py
deleted file mode 100644
index b1490f9..0000000
--- a/setup.py
+++ /dev/null
@@ -1,161 +0,0 @@
-#!/usr/bin/env python3
-"""
-Copyright (C) 2022 Sebastian Thomschke and contributors
-SPDX-License-Identifier: AGPL-3.0-or-later
-"""
-import sys, warnings
-import setuptools
-
-warnings.filterwarnings("ignore", message = "setup_requires is deprecated", category = setuptools.SetuptoolsDeprecationWarning)
-warnings.filterwarnings("ignore", message = "setuptools.installer is deprecated", category = setuptools.SetuptoolsDeprecationWarning)
-
-setup_args = {}
-
-if "py2exe" in sys.argv:
-    import importlib.resources, glob, os, py2exe, zipfile
-
-    # py2exe config https://www.py2exe.org/index.cgi/ListOfOptions
-    setup_args["options"] = {
-        "py2exe": {
-            "bundle_files": 1,  # 1 = include the python runtime
-            "compressed": True,
-            "optimize": 2,
-            "includes": [
-                "kleinanzeigen_bot"
-            ],
-            "excludes": [
-                "_aix_support",
-                "_osx_support",
-                "argparse",
-                "backports",
-                "bz2",
-                "cryptography.hazmat",
-                "distutils",
-                "doctest",
-                "ftplib",
-                "lzma",
-                "pep517",
-                "pip",
-                "pydoc",
-                "pydoc_data",
-                "optparse",
-                "pyexpat",
-                "six",
-                "statistics",
-                "test",
-                "unittest",
-                "xml.sax"
-            ]
-        }
-    }
-    setup_args["console"] = [{
-        "script": "kleinanzeigen_bot/__main__.py",
-        "dest_base": "kleinanzeigen-bot",
-    }]
-    setup_args["zipfile"] = None
-
-    #
-    # embedding required DLLs directly into the exe
-    #
-    # http://www.py2exe.org/index.cgi/OverridingCriteraForIncludingDlls
-    bundle_dlls = ("libcrypto", "libffi", "libssl")
-    orig_determine_dll_type = py2exe.dllfinder.DllFinder.determine_dll_type
-
-    def determine_dll_type(self, dll_filepath):
-        basename = os.path.basename(dll_filepath)
-        if basename.startswith(bundle_dlls):
-            return "EXT"
-        return orig_determine_dll_type(self, dll_filepath)
-
-    py2exe.dllfinder.DllFinder.determine_dll_type = determine_dll_type
-
-    #
-    # embedding required resource files directly into the exe
-    #
-    files_to_embed = [
-        ("kleinanzeigen_bot/resources", "kleinanzeigen_bot/resources/*.yaml"),
-        ("certifi", importlib.resources.path("certifi", "cacert.pem")),
-        ("selenium_stealth", os.path.dirname(importlib.resources.path("selenium_stealth.js", "util.js")))
-    ]
-
-    orig_copy_files = py2exe.runtime.Runtime.copy_files
-
-    def embed_files(self, destdir):
-        orig_copy_files(self, destdir)
-
-        libpath = os.path.join(destdir, "kleinanzeigen-bot.exe")
-        with zipfile.ZipFile(libpath, "a", zipfile.ZIP_DEFLATED if self.options.compress else zipfile.ZIP_STORED) as arc:
-            for target, source in files_to_embed:
-                if os.path.isdir(source):
-                    for file in os.listdir(source):
-                        if self.options.verbose:
-                            print(f"Embedding file {source}\\{file} in {libpath}")
-                        arc.write(os.path.join(source, file), target + "/" + file)
-                elif isinstance(source, str):
-                    for file in glob.glob(source, root_dir = os.getcwd(), recursive = True):
-                        if self.options.verbose:
-                            print(f"Embedding file {file} in {libpath}")
-                        arc.write(file, target + "/" + os.path.basename(file))
-                else:
-                    if self.options.verbose:
-                        print(f"Embedding file {source} in {libpath}")
-                    arc.write(source, target + "/" + os.path.basename(source))
-        os.remove(os.path.join(destdir, "cacert.pem"))  # file was embedded
-
-    py2exe.runtime.Runtime.copy_files = embed_files
-
-    #
-    # use best zip compression level 9
-    #
-    from zipfile import ZipFile
-
-    class ZipFileExt(ZipFile):
-
-        def __init__(self, file, mode = "r", compression = zipfile.ZIP_STORED):
-            super().__init__(file, mode, compression, compresslevel = 9)
-
-    py2exe.runtime.zipfile.ZipFile = ZipFileExt
-
-
-def load_requirements(filepath:str):
-    with open(filepath, encoding = "utf-8") as fd:
-        return [nonempty for line in fd if (nonempty := line.strip())]
-
-
-setuptools.setup(
-    name = "kleinanzeigen-bot",
-    use_scm_version = {
-        "write_to": "kleinanzeigen_bot/version.py",
-    },
-    packages = setuptools.find_packages(),
-    package_data = {"kleinanzeigen_bot": ["resources/*.yaml"]},
-
-    # https://docs.python.org/3/distutils/setupscript.html#additional-meta-data
-    author = "The kleinanzeigen-bot authors",
-    author_email = "n/a",
-    url = "https://github.com/kleinanzeigen-bot/kleinanzeigen-bot",
-    description = "Command line tool to publish ads on ebay-kleinanzeigen.de",
-    license = "GNU AGPL 3.0+",
-    classifiers = [  # https://pypi.org/classifiers/
-        "Development Status :: 4 - Beta",
-        "Environment :: Console",
-        "Operating System :: OS Independent",
-
-        "Intended Audience :: End Users/Desktop",
-        "Topic :: Office/Business",
-
-        "License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)",
-        "Programming Language :: Python :: 3.10",
-    ],
-
-    python_requires = ">=3.10",
-    install_requires = load_requirements("requirements.txt"),
-    extras_require = {
-        "dev": load_requirements("requirements-dev.txt")
-    },
-    setup_requires = [
-        "setuptools_scm"
-    ],
-
-    ** setup_args
-)
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..976a51e
--- /dev/null
+++ b/tests/__init__.py
@@ -0,0 +1,4 @@
+"""
+Copyright (C) 2022 Sebastian Thomschke and contributors
+SPDX-License-Identifier: AGPL-3.0-or-later
+"""
diff --git a/tests/test_utils.py b/tests/test_utils.py
new file mode 100644
index 0000000..09de49e
--- /dev/null
+++ b/tests/test_utils.py
@@ -0,0 +1,13 @@
+"""
+Copyright (C) 2022 Sebastian Thomschke and contributors
+SPDX-License-Identifier: AGPL-3.0-or-later
+"""
+import time
+from kleinanzeigen_bot import utils
+
+
+def test_pause():
+    start = time.time()
+    utils.pause(100, 100)
+    elapsed = 1000 * (time.time() - start)
+    assert 99 < elapsed < 110