diff --git a/.dockerignore b/.dockerignore
index b8d4abf..d14c55d 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -2,7 +2,6 @@
 **
 
 # ... except for dependencies and source
-!Pipfile
-!Pipfile.lock
-!python_boilerplate
-!setup.cfg
+!pyproject.toml
+!poetry.lock
+!src/
diff --git a/.github/actions/project-environment-setup/action.yml b/.github/actions/project-environment-setup/action.yml
index cd473ac..804715c 100644
--- a/.github/actions/project-environment-setup/action.yml
+++ b/.github/actions/project-environment-setup/action.yml
@@ -3,22 +3,24 @@ description: Setup project environment
 runs:
   using: "composite"
   steps:
+    - name: Install Poetry
+      shell: bash
+      run: pipx install poetry==1.8.5
     # The actions/cache step below uses this id to get the exact python version
     - id: setup-python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
-        python-version: "3.12"
+        python-version: "3.12.2"
         architecture: x64
         # https://github.com/actions/setup-python/blob/main/docs/advanced-usage.md#caching-packages
-        cache: "pipenv"
+        cache: "poetry"
     # https://github.com/actions/cache/blob/main/examples.md#python---pipenv
-    - uses: actions/cache@v3
+    - id: cache-pipenv
+      uses: actions/cache@v3
       with:
         path: ~/.local/share/virtualenvs
-        key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-pipenv-${{ hashFiles('Pipfile.lock') }}
-    - name: Install Dependencies with pipenv
+        key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-poetry-${{ hashFiles('poetry.lock') }}
+    - name: Install Dependencies with Poetry
       if: steps.cache-pipenv.outputs.cache-hit != 'true'
       shell: bash
-      run: |
-        pip install pipenv
-        pipenv install --quiet --deploy --dev
+      run: poetry install --with test
diff --git a/.github/workflows/publish-docker.yml b/.github/workflows/publish-docker.yml
index 8f12de0..41017be 100644
--- a/.github/workflows/publish-docker.yml
+++ b/.github/workflows/publish-docker.yml
@@ -2,7 +2,7 @@ name: Publish docker image
 
 on:
   push:
-    tags: "*"
+    tags: ["*"]
 
 jobs:
   docker:
diff --git a/.github/workflows/main.yml b/.github/workflows/python-ci-with-poetry.yml
similarity index 79%
rename from .github/workflows/main.yml
rename to .github/workflows/python-ci-with-poetry.yml
index 2a9e57a..8e15746 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/python-ci-with-poetry.yml
@@ -1,7 +1,8 @@
-name: Python CI with pipenv
+name: Python CI with Poetry
 
 on:
-  pull_request: {}
+  pull_request:
+    types: [opened, reopened]
   push:
     branches:
       - 'main'
@@ -32,37 +33,37 @@ jobs:
     steps:
       - uses: actions/checkout@v3
       - uses: ./.github/actions/project-environment-setup
-      - run: pipenv run isort --recursive --diff .
-      - run: pipenv run black --check .
-      - run: pipenv run flake8
+      - run: poetry run ruff check .
       - name: Install mypy types
         run: |
-          yes | pipenv run mypy --install-types \
+          yes | poetry run mypy --install-types \
           || test $? -eq 2 && echo "Installed mypy types successfully" \
           || echo "Failed to install mypy types"
-      - run: pipenv run mypy
+      - run: poetry run mypy
       - name: Python Tests with pytest
-        run: env LOG_LEVEL=INFO pipenv run pytest --quiet --cov --cov-report term -n auto --benchmark-disable
+        run: env LOG_LEVEL=INFO poetry run pytest --quiet --cov --cov-report term -n auto --benchmark-disable
       - name: Python Benchmark with pytest
-        run: env LOG_LEVEL=ERROR pipenv run pytest --capture=no --log-cli-level=ERROR -n 0 --benchmark-only
+        run: env LOG_LEVEL=ERROR poetry run pytest --capture=no --log-cli-level=ERROR -n 0 --benchmark-only
   pyinstaller-smoke-test:
+    needs: static-code-analysis
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
       - uses: ./.github/actions/project-environment-setup
       - name: Build Application Executable Package with PyInstaller
         run: |
-          pipenv run pyinstaller --windowed --noconsole \
-            --add-data "setup.cfg:." \
-            --add-data "python_boilerplate/resources/*:python_boilerplate/resources" \
+          poetry run pyinstaller --windowed --noconsole \
+            --add-data "pyproject.toml:." \
+            --add-data "src/python_boilerplate/resources/*:python_boilerplate/resources" \
             --name multithread_and_thread_pool_usage \
-            --clean --noconfirm python_boilerplate/demo/multithread_and_thread_pool_usage.py
+            --clean --noconfirm src/python_boilerplate/demo/multithread_and_thread_pool_usage.py
       - name: Display Built Artifacts
         run: |
           du -s -h *
       - name: Smoke Test PyInstaller Application
         run: ./dist/multithread_and_thread_pool_usage/multithread_and_thread_pool_usage
   docker-smoke-test:
+    needs: static-code-analysis
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
@@ -82,7 +83,7 @@ jobs:
       - uses: ./.github/actions/project-environment-setup
       - name: Check Versions of Python Packages
         run: |
-          output=$(pipenv run pip list --outdated)
+          output=$(poetry run pip list --outdated)
           if [ -z "$output" ]
           then
               echo "🎉 Congrats! Everything is up-to-date"
@@ -90,5 +91,5 @@ jobs:
               echo "⚠️ Attention! Outdated dependencies detected"
               echo "$output"
           fi
-          echo "Pipfile"
-          cat Pipfile
+          echo "pyproject.toml"
+          cat pyproject.toml
diff --git a/.github/workflows/twitter-together.yml b/.github/workflows/twitter-together.yml
deleted file mode 100644
index 9aa8193..0000000
--- a/.github/workflows/twitter-together.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: Twitter, together!
-on:
-  pull_request: {}
-  push:
-    branches:
-      - 'main'
-jobs:
-  preview:
-    name: Preview
-    runs-on: ubuntu-latest
-    if: github.event_name == 'pull_request'
-    steps:
-      - uses: gr2m/twitter-together@v1.x
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-  tweet:
-    name: Tweet
-    runs-on: ubuntu-latest
-    if: github.event_name == 'push' && github.ref == 'refs/heads/main'
-    steps:
-      - name: checkout main
-        uses: actions/checkout@v2
-      - name: Tweet
-        uses: gr2m/twitter-together@v1.x
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          TWITTER_ACCESS_TOKEN: ${{ secrets.TWITTER_ACCESS_TOKEN }}
-          TWITTER_ACCESS_TOKEN_SECRET: ${{ secrets.TWITTER_ACCESS_TOKEN_SECRET }}
-          TWITTER_API_KEY: ${{ secrets.TWITTER_API_KEY }}
-          TWITTER_API_SECRET_KEY: ${{ secrets.TWITTER_API_SECRET_KEY }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 68fbbbe..7f85bf6 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -19,58 +19,44 @@ repos:
       - id: check-case-conflict
   - repo: local
     hooks:
-      - id: autoflake
-        name: autoflake
+      - id: poetry-check
+        name: Poetry Check
         stages: [ commit ]
-        language: system
-        entry: pipenv run autoflake
-        types: [ python ]
-        args:
-          - "--in-place"
-          - "--expand-star-imports"
-          - "--remove-duplicate-keys"
-          - "--remove-unused-variables"
-      - id: isort
-        name: isort
-        stages: [ commit ]
-        language: system
-        entry: pipenv run isort
-        types: [ python ]
-      - id: black
-        name: black
-        stages: [ commit ]
-        language: system
-        entry: pipenv run black
-        types: [ python ]
-      - id: flake8
-        name: flake8
+        language: python
+        entry: poetry check
+        pass_filenames: false
+        files: ^(.*/)?(poetry\.lock|pyproject\.toml)$
+      - id: ruff-format
+        name: Ruff Check and Fix
         stages: [ commit ]
         language: system
-        entry: pipenv run flake8
+        # Ruff checks and fixes Python code for both /src and /tests directories
+        entry: poetry run ruff check .
         types: [ python ]
-        exclude: setup.py
+        args:
+          - "--fix"
       - id: mypy
         name: mypy
         stages: [ commit ]
         language: system
-        entry: pipenv run mypy
+        entry: poetry run mypy
         types: [ python ]
         require_serial: true
       - id: pytest
-        name: pytest
+        name: Pytest Unit Tests
         stages: [ commit ]
         language: system
         # https://github.com/pytest-dev/pytest/issues/5502#issuecomment-1020761655
         # Prevent Pytest logging error like: ValueError: I/O operation on closed file.
-        entry: env LOG_LEVEL=DEBUG pipenv run pytest --cov --cov-report html --html=./build/.pytest_report/report.html --self-contained-html --log-cli-level=DEBUG -n auto --benchmark-disable
+        entry: env LOG_LEVEL=DEBUG poetry run pytest --cov --cov-report html --html=./build/.pytest_report/report.html --self-contained-html --log-cli-level=DEBUG -n auto --benchmark-disable
         types: [ python ]
         pass_filenames: false
       - id: pytest-cov
-        name: pytest
+        name: Pytest with Coverage
         stages: [ push ]
         language: system
         # https://github.com/pytest-dev/pytest/issues/5502#issuecomment-1020761655
         # Prevent Pytest logging error like: ValueError: I/O operation on closed file.
-        entry: env LOG_LEVEL=ERROR pipenv run pytest --cov --cov-fail-under=90 --capture=no --log-cli-level=ERROR -n auto
+        entry: env LOG_LEVEL=ERROR poetry run pytest --cov --cov-fail-under=90 --capture=no --log-cli-level=ERROR -n auto
         types: [ python ]
         pass_filenames: false
diff --git a/Dockerfile b/Dockerfile
index ef30006..98bf6c5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,40 +1,104 @@
-FROM python:3.12-slim AS base
+# syntax=docker/dockerfile:1
+# Keep this syntax directive! It's used to enable Docker BuildKit
 
-# Setup env
-ENV LANG C.UTF-8
-ENV LC_ALL C.UTF-8
-ENV PYTHONDONTWRITEBYTECODE 1
-ENV PYTHONFAULTHANDLER 1
+# Based on https://github.com/python-poetry/poetry/discussions/1879?sort=top#discussioncomment-216865
+# Inpired by https://gist.github.com/usr-ein/c42d98abca3cb4632ab0c2c6aff8c88a
+# but I try to keep it updated (see history)
 
-FROM base AS python-deps
+################################
+# PYTHON-BASE
+# Sets up all our shared environment variables
+################################
+FROM python:3.12.2-slim AS python-base
 
-# Install pipenv and compilation dependencies
-RUN pip install pipenv
+# Setup env for Python
+ENV PYTHONUNBUFFERED=1 \
+    # prevents python creating .pyc files
+    PYTHONDONTWRITEBYTECODE=1 \
+    \
+    # pip
+    PIP_NO_CACHE_DIR=off \
+    PIP_DISABLE_PIP_VERSION_CHECK=on \
+    PIP_DEFAULT_TIMEOUT=100 \
+    \
+    # poetry
+    # https://python-poetry.org/docs/configuration/#using-environment-variables
+    POETRY_VERSION=1.8.5 \
+    # make poetry install to this location
+    POETRY_HOME="/opt/poetry" \
+    # make poetry create the virtual environment in the project's root
+    # it gets named `.venv`
+    POETRY_VIRTUALENVS_IN_PROJECT=true \
+    # do not ask any interactive question
+    POETRY_NO_INTERACTION=1 \
+    \
+    # paths
+    # this is where our requirements + virtual environment will live
+    PYSETUP_PATH="/opt/pysetup" \
+    VENV_PATH="/opt/pysetup/.venv"
+
+# prepend poetry and venv to path
+ENV PATH="$POETRY_HOME/bin:$VENV_PATH/bin:$PATH"
+
+################################
+# BUILDER-BASE
+# Used to build deps + create our virtual environment
+################################
+FROM python-base AS builder-base
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends gcc \
-    && apt-get clean
+    && apt-get install --no-install-recommends -y \
+       # deps for installing poetry
+       curl \
+       # deps for building python deps
+       build-essential
+
+# install poetry - respects $POETRY_VERSION & $POETRY_HOME
+# The --mount will mount the buildx cache directory to where
+# Poetry and Pip store their cache so that they can re-use it
+RUN --mount=type=cache,target=/root/.cache \
+    curl -sSL https://install.python-poetry.org | python3 -
+
+RUN poetry --version
+
+# copy project requirement files here to ensure they will be cached.
+WORKDIR $PYSETUP_PATH
+COPY poetry.lock pyproject.toml ./
+
+# install runtime deps - uses $POETRY_VIRTUALENVS_IN_PROJECT internally
+RUN --mount=type=cache,target=/root/.cache \
+    poetry install --no-interaction --no-root --without test
 
-# Install python dependencies in /.venv
-COPY Pipfile .
-COPY Pipfile.lock .
-RUN PIPENV_VENV_IN_PROJECT=1 pipenv install --quiet --deploy
+################################
+# DEVELOPMENT
+# Image used during development / testing
+################################
+FROM python-base AS development
+WORKDIR $PYSETUP_PATH
 
-FROM base AS runtime
+# copy in our built poetry + venv
+COPY --from=builder-base $POETRY_HOME $POETRY_HOME
+COPY --from=builder-base $PYSETUP_PATH $PYSETUP_PATH
 
-# Copy virtual env from python-deps stage
-COPY --from=python-deps /.venv /.venv
-ENV PATH="/.venv/bin:$PATH"
+# quicker install as runtime deps are already installed
+RUN poetry install
 
-# Create and switch to a new user
-# RUN useradd --create-home appuser
+# will become mountpoint of our code
 WORKDIR /app
-# USER appuser
 
-# Install application into container
-COPY . .
+################################
+# PRODUCTION
+# Final image used for runtime
+################################
+FROM python-base AS production
+COPY --from=builder-base $PYSETUP_PATH $PYSETUP_PATH
+COPY . /app/
+WORKDIR /app/src
 
 RUN pwd
-RUN ls -l -h
+# Show the project module in the current directory. e.g.
+# total 4.0K
+# drwxr-xr-x 11 root root 4.0K Jan 1 12:59 python_boilerplate
+RUN ls -lh
 
 # Run the executable
 ENTRYPOINT ["python", "-m", "python_boilerplate"]
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index fdb4550..0000000
--- a/Pipfile
+++ /dev/null
@@ -1,100 +0,0 @@
-[[source]]
-name = "pypi"
-url = "https://pypi.python.org/simple"
-verify_ssl = true
-
-[requires]
-# https://docs.python.org/3/whatsnew/3.12.html
-python_version = "3.12"
-
-[packages]
-# 🏗 Foundamental dependencies
-# Data validation using Python type hints. https://github.com/pydantic/pydantic
-pydantic = "==2.7.1"
-# Loguru is a library which aims to bring enjoyable logging in Python. https://pypi.org/project/loguru/
-loguru = "==0.7.2"
-# pyhocon is a HOCON parser for Python. Additionally we provide a tool (pyhocon) to convert any HOCON content into json,
-# yaml and properties format. https://pypi.org/project/pyhocon/
-pyhocon = "==0.3.60"
-# Data manipulation dependencies
-# NumPy is a Python library used for working with arrays. https://pypi.org/project/numpy/
-numpy = "==1.26.4"
-# pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working
-# with "relational" or "labeled" data both easy and intuitive. https://pypi.org/project/pandas/
-pandas = "==2.2.2"
-# Python enhancement dependencies
-# Arrow is a Python library that offers a sensible and human-friendly approach to creating, manipulating,
-# formatting and converting dates, times and timestamps. https://pypi.org/project/arrow/
-arrow = "==1.3.0"
-# A Python module that tries to figure out what your local timezone is. https://github.com/regebro/tzlocal
-tzlocal = "==5.2"
-# ORM dependencies
-# Peewee is a simple and small ORM. https://pypi.org/project/peewee/
-peewee = "==3.17.3"
-# Template engine dependencies
-# Jinja is a fast, expressive, extensible templating engine. https://pypi.org/project/Jinja2/
-jinja2 = "==3.1.3"
-# Tool dependencies
-# Faker is a Python package that generates fake data for you. https://pypi.org/project/Faker/
-faker = "==24.14.0"
-# A Python module to parse, validate and reformat standard numbers and codes in different formats.
-# It contains a large collection of number formats. https://pypi.org/project/python-stdnum/
-python-stdnum = "==1.20"
-# Retrying library for Python. https://pypi.org/project/tenacity/
-tenacity = "==8.2.3"
-# Python plotting package. https://pypi.org/project/matplotlib/
-matplotlib = "==3.8.4"
-# Cross-platform lib for process and system monitoring in Python. https://github.com/giampaolo/psutil
-psutil = "==5.9.8"
-# Task scheduling library for Python, https://github.com/agronholm/apscheduler
-apscheduler = "==3.10.4"
-# Python humanize functions. https://github.com/python-humanize/humanize
-humanize = "==4.9.0"
-# 🪜 Customization dependencies
-# Pretty Good Privacy for Python. https://github.com/SecurityInnovation/PGPy
-pgpy = "==0.6.0"
-
-[dev-packages]
-# 🏗 Foundamental dependencies
-# Black is the uncompromising Python code formatter. By using it, you agree to cede control over minutiae of
-# hand-formatting. https://pypi.org/project/black/
-black = "==24.4.2"
-# Naming Convention checker for Python. https://github.com/PyCQA/pep8-naming
-pep8-naming = "==0.13.3"
-# Removes unused imports and unused variables as reported by pyflakes. https://github.com/PyCQA/autoflake
-autoflake = "==2.3.1"
-# Linting & toolkit for checking your code base against coding style (PEP8). https://github.com/pycqa/flake8
-flake8 = "==7.0.0"
-# https://github.com/DmytroLitvinov/awesome-flake8-extensions
-flake8-quotes = "==3.4.0"
-flake8-print = "==5.0.0"
-flake8-use-fstring = "==1.4"
-flake8-comprehensions = "==3.14.0"
-# isort your imports, so you don't have to. https://pypi.org/project/isort/
-isort = "==5.13.2"
-# Add type annotations to your Python programs, and use mypy to type check them. https://pypi.org/project/mypy/
-mypy = "==1.10.0"
-# A framework for managing and maintaining multi-language pre-commit hooks. https://pypi.org/project/pre-commit/
-pre-commit = "==3.7.0"
-# The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
-# for applications and libraries. https://pypi.org/project/pytest/
-pytest = "==8.1.2"
-# Thin-wrapper around the mock package for easier use with pytest. https://pypi.org/project/pytest-mock/
-pytest-mock = "==3.14.0"
-# This plugin produces coverage reports. https://pypi.org/project/pytest-cov/
-pytest-cov = "==5.0.0"
-# Plugin for generating HTML reports for pytest results. https://github.com/pytest-dev/pytest-html/
-pytest-html = "==4.1.1"
-# pytest xdist plugin for distributed testing and loop-on-failing modes. https://github.com/pytest-dev/pytest-xdist/
-pytest-xdist = "==3.5.0"
-# Pytest support for asyncio. https://github.com/pytest-dev/pytest-asyncio
-pytest-asyncio = "==0.23.6"
-# A `pytest` fixture for benchmarking code. https://github.com/ionelmc/pytest-benchmark
-pytest-benchmark = "==4.0.0"
-# Call stack profiler for Python. Shows you why your code is slow! https://github.com/joerick/pyinstrument
-pyinstrument = "==4.6.2"
-# Pytest plugin for analyzing resource usage during test sessions. https://github.com/CFMTech/pytest-monitor
-pytest-monitor = "==1.6.6"
-# PyInstaller bundles a Python application and all its dependencies into a single package. https://github.com/pyinstaller/pyinstaller
-pyinstaller = "==6.6.0"
-# 🪜 Customization dependencies
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index f599408..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,1775 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "8100406e2a89dc3601957dd46b9295acd2356f3eb801231b43667f1b21877d26"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.12"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.python.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "annotated-types": {
-            "hashes": [
-                "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43",
-                "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.6.0"
-        },
-        "apscheduler": {
-            "hashes": [
-                "sha256:e6df071b27d9be898e486bc7940a7be50b4af2e9da7c08f0744a96d4bd4cef4a",
-                "sha256:fb91e8a768632a4756a585f79ec834e0e27aad5860bac7eaa523d9ccefd87661"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.6'",
-            "version": "==3.10.4"
-        },
-        "arrow": {
-            "hashes": [
-                "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80",
-                "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==1.3.0"
-        },
-        "cffi": {
-            "hashes": [
-                "sha256:0c9ef6ff37e974b73c25eecc13952c55bceed9112be2d9d938ded8e856138bcc",
-                "sha256:131fd094d1065b19540c3d72594260f118b231090295d8c34e19a7bbcf2e860a",
-                "sha256:1b8ebc27c014c59692bb2664c7d13ce7a6e9a629be20e54e7271fa696ff2b417",
-                "sha256:2c56b361916f390cd758a57f2e16233eb4f64bcbeee88a4881ea90fca14dc6ab",
-                "sha256:2d92b25dbf6cae33f65005baf472d2c245c050b1ce709cc4588cdcdd5495b520",
-                "sha256:31d13b0f99e0836b7ff893d37af07366ebc90b678b6664c955b54561fc36ef36",
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-                "sha256:4fb147e7a67ef577a588a0e2c17b6db51dda102c71de36f8549b6816a96e1867",
-                "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47",
-                "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486",
-                "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6",
-                "sha256:596106435fa6ad000c2991a98fa58eeb8656ef2325d7e158344fb33864ed87e3",
-                "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007",
-                "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938",
-                "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0",
-                "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c",
-                "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735",
-                "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d",
-                "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28",
-                "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4",
-                "sha256:9046c58c4395dff28dd494285c82ba00b546adfc7ef001486fbf0324bc174fba",
-                "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8",
-                "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef",
-                "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5",
-                "sha256:afd7e57eddb1a54f0f1a974bc4391af8bcce0b444685d936840f125cf046d5bd",
-                "sha256:b1275ad35a5d18c62a7220633c913e1b42d44b46ee12554e5fd39c70a243d6a3",
-                "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0",
-                "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515",
-                "sha256:baa90d3f661d43131ca170712d903e6295d1f7a0f595074f151c0aed377c9b9c",
-                "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c",
-                "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924",
-                "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34",
-                "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43",
-                "sha256:c8098ddcc2a85b61647b2590f825f3db38891662cfc2fc776415143f599bb859",
-                "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673",
-                "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54",
-                "sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a",
-                "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b",
-                "sha256:f003ed9ad21d6a4713f0a9b5a7a0a79e08dd0f221aff4525a2be4c346ee60aab",
-                "sha256:f22ac1c3cac4dbc50079e965eba2c1058622631e526bd9afd45fedd49ba781fa",
-                "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c",
-                "sha256:fca0e3a251908a499833aa292323f32437106001d436eca0e6e7833256674585",
-                "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d",
-                "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==6.0.1"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f",
-                "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.31.0"
-        },
-        "setuptools": {
-            "hashes": [
-                "sha256:6c1fccdac05a97e598fb0ae3bbed5904ccb317337a51139dcd51453611bbb987",
-                "sha256:c636ac361bc47580504644275c9ad802c50415c7522212252c033bd15f301f32"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==69.5.1"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0",
-                "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==4.11.0"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d",
-                "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.2.1"
-        },
-        "virtualenv": {
-            "hashes": [
-                "sha256:0846377ea76e818daaa3e00a4365c018bc3ac9760cbb3544de542885aad61fb3",
-                "sha256:ec25a9671a5102c8d2657f62792a27b48f016664c6873f6beed3800008577210"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==20.26.0"
-        },
-        "wheel": {
-            "hashes": [
-                "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85",
-                "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.43.0"
-        }
-    }
-}
diff --git a/README.md b/README.md
index 49b4376..0c5743f 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ Here are the highlights of **python_boilerplate**:
 
    `Python` - [![Python](https://img.shields.io/badge/Python-v3.12.0-blue)](https://www.python.org/downloads/release/python-3120/)
 
-   `Pipenv` is to Python virtualenv management tool for the project.
+   `Poetry` is to Python virtualenv management tool for the project.
 
 2. Data validation using Python type hints with [Pydantic](https://github.com/pydantic/pydantic).
 
@@ -83,31 +83,31 @@ Here are the highlights of **python_boilerplate**:
 1. Setup the development environment
 
    ```shell
-   # Install pipx if pipenv and cookiecutter are not installed
+   # Install pipx if not installed
    $ python3 -m pip install pipx
    $ python3 -m pipx ensurepath
 
-   # Install pipenv using pipx
-   $ pipx install pipenv
+   # Install poetry using pipx, https://python-poetry.org/docs/#installing-with-pipx
+   $ pipx install poetry
    ```
 
-2. Install dependencies
+2. Install dependencies, with optional dependency group `test`
 
    ```shell
-   $ pipenv install --quiet --dev
+   $ poetry install --with test
    ```
 
 3. Install mypy types
 
    ```shell
-   $ pipenv run mypy --install-types
+   $ poetry run mypy --install-types
    ```
 
 4. Setup pre-commit and pre-push hooks
 
    ```shell
-   $ pipenv run pre-commit install -t pre-commit
-   $ pipenv run pre-commit install -t pre-push
+   $ poetry run pre-commit install -t pre-commit
+   $ poetry run pre-commit install -t pre-push
    ```
 
 ## Useful Commands
@@ -128,11 +128,11 @@ For macOS or Linux,
 
 ```shell
 # Ensure `pwd` is the root directory of the project
-$ PYTHONPATH=`pwd` pipenv run python3 python_boilerplate/demo/pandas_usage.py
-$ PYTHONPATH=`pwd` pipenv run python3 python_boilerplate/demo/multithread_and_thread_pool_usage.py
+$ PYTHONPATH=`pwd` poetry run python3 python_boilerplate/demo/pandas_usage.py
+$ PYTHONPATH=`pwd` poetry run python3 python_boilerplate/demo/multithread_and_thread_pool_usage.py
 
 # Run the main module
-$ PYTHONPATH=`pwd` pipenv run python3 python_boilerplate/__main__.py
+$ PYTHONPATH=`pwd` poetry run python3 python_boilerplate/__main__.py
 
 # Run a pytest script
 $ pytest --log-cli-level=DEBUG --capture=no tests/common/test_debounce_throttle.py
@@ -141,17 +141,17 @@ $ pytest --log-cli-level=DEBUG --capture=no tests/common/test_debounce_throttle.
 $ pytest --log-cli-level=DEBUG --capture=no tests/common/test_debounce_throttle.py -k 'test_debounce'
 
 # For more details of pytest command
-$ pipenv run pytest --help
+$ poetry run pytest --help
 ```
 
 For Windows Terminal,
 ```powershell
 # Ensure `$PWD.Path` is the root directory of the project
-$ $env:PYTHONPATH=$PWD.Path; pipenv run python .\python_boilerplate\demo\pandas_usage.py
-$ $env:PYTHONPATH=$PWD.Path; pipenv run python .\python_boilerplate\demo\multithread_and_thread_pool_usage.py
+$ $env:PYTHONPATH=$PWD.Path; poetry run python .\python_boilerplate\demo\pandas_usage.py
+$ $env:PYTHONPATH=$PWD.Path; poetry run python .\python_boilerplate\demo\multithread_and_thread_pool_usage.py
 
 # Run the main module
-$ $env:PYTHONPATH=$PWD.Path; pipenv run python .\python_boilerplate\__main__.py
+$ $env:PYTHONPATH=$PWD.Path; poetry run python .\python_boilerplate\__main__.py
 ```
 
 ### Package with [PyInstaller](https://pyinstaller.org/en/latest/usage.html?highlight=pythonpath#using-pyinstaller)
@@ -171,20 +171,20 @@ $ $env:PYTHONPATH=$PWD.Path; pipenv run python .\python_boilerplate\__main__.py
 
 Build artifact with macOS or Linux,
 ```shell
-$ pipenv run pyinstaller --console \
---add-data "setup.cfg:." \
---add-data "python_boilerplate/resources/*:python_boilerplate/resources" \
+$ poetry run pyinstaller --console \
+--add-data "pyproject.toml:." \
+--add-data "src/python_boilerplate/resources/*:python_boilerplate/resources" \
 --name pandas_usage \
---clean --noconfirm python_boilerplate/demo/pandas_usage.py
+--clean --noconfirm src/python_boilerplate/demo/pandas_usage.py
 ```
 
 On Windows,
 ```powershell
-$ pipenv run pyinstaller --console `
---add-data "setup.cfg;." `
---add-data "python_boilerplate/resources/*;python_boilerplate/resources" `
+$ poetry run pyinstaller --console `
+--add-data "pyproject.toml;." `
+--add-data "src/python_boilerplate/resources/*;python_boilerplate/resources" `
 --name multithread_and_thread_pool_usage `
---clean --noconfirm python_boilerplate/demo/multithread_and_thread_pool_usage.py
+--clean --noconfirm src/python_boilerplate/demo/multithread_and_thread_pool_usage.py
 ```
 
 ### Run Unit Tests
@@ -192,13 +192,13 @@ $ pipenv run pyinstaller --console `
 Run with pytest, analyze code coverage, generate HTML code coverage reports, fail the test if coverage percentage is under 90%,
 
 ```shell
-$ pipenv run pytest --cov --cov-report html --cov-fail-under=85 --capture=no --log-cli-level=INFO
+$ poetry run pytest --cov --cov-report html --cov-fail-under=85 --capture=no --log-cli-level=INFO
 ```
 
 Benchmark with pytest,
 
 ```shell
-$ pipenv run pytest --capture=no --log-cli-level=ERROR -n 0 --benchmark-only
+$ poetry run pytest --capture=no --log-cli-level=ERROR -n 0 --benchmark-only
 ```
 
 ### Conventional Changelog CLI
@@ -224,7 +224,7 @@ $ pipenv run pytest --capture=no --log-cli-level=ERROR -n 0 --benchmark-only
 ### Check Versions of Python Packages
 
 ```shell
-$ pipenv run pip list --outdated
+$ poetry run pip list --outdated
 ```
 
 Output be like,
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..f233ad4
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2197 @@
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+
+[[package]]
+name = "altgraph"
+version = "0.17.4"
+description = "Python graph (network) package"
+optional = false
+python-versions = "*"
+files = [
+    {file = "altgraph-0.17.4-py2.py3-none-any.whl", hash = "sha256:642743b4750de17e655e6711601b077bc6598dbfa3ba5fa2b2a35ce12b508dff"},
+    {file = "altgraph-0.17.4.tar.gz", hash = "sha256:1b5afbb98f6c4dcadb2e2ae6ab9fa994bbb8c1d75f4fa96d340f9437ae454406"},
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "apscheduler"
+version = "3.11.0"
+description = "In-process task scheduler with Cron-like capabilities"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da"},
+    {file = "apscheduler-3.11.0.tar.gz", hash = "sha256:4c622d250b0955a65d5d0eb91c33e6d43fd879834bf541e0a18661ae60460133"},
+]
+
+[package.dependencies]
+tzlocal = ">=3.0"
+
+[package.extras]
+doc = ["packaging", "sphinx", "sphinx-rtd-theme (>=1.3.0)"]
+etcd = ["etcd3", "protobuf (<=3.21.0)"]
+gevent = ["gevent"]
+mongodb = ["pymongo (>=3.0)"]
+redis = ["redis (>=3.0)"]
+rethinkdb = ["rethinkdb (>=2.4.0)"]
+sqlalchemy = ["sqlalchemy (>=1.4)"]
+test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6", "anyio (>=4.5.2)", "gevent", "pytest", "pytz", "twisted"]
+tornado = ["tornado (>=4.3)"]
+twisted = ["twisted"]
+zookeeper = ["kazoo"]
+
+[[package]]
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
+
+[package.extras]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
+
+[[package]]
+name = "certifi"
+version = "2024.12.14"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
+]
+
+[[package]]
+name = "cffi"
+version = "1.17.1"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
+    {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ad9413ccdeda48c5afdae7e4fa2192157e991ff761e7ab8fdd8926f40b160cc3"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5da5719280082ac6bd9aa7becb3938dc9f9cbd57fac7d2871717b1feb0902ab6"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bb1a08b8008b281856e5971307cc386a8e9c5b625ac297e853d36da6efe9c17"},
+    {file = "cffi-1.17.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:045d61c734659cc045141be4bae381a41d89b741f795af1dd018bfb532fd0df8"},
+    {file = "cffi-1.17.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:6883e737d7d9e4899a8a695e00ec36bd4e5e4f18fabe0aca0efe0a4b44cdb13e"},
+    {file = "cffi-1.17.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6b8b4a92e1c65048ff98cfe1f735ef8f1ceb72e3d5f0c25fdb12087a23da22be"},
+    {file = "cffi-1.17.1-cp310-cp310-win32.whl", hash = "sha256:c9c3d058ebabb74db66e431095118094d06abf53284d9c81f27300d0e0d8bc7c"},
+    {file = "cffi-1.17.1-cp310-cp310-win_amd64.whl", hash = "sha256:0f048dcf80db46f0098ccac01132761580d28e28bc0f78ae0d58048063317e15"},
+    {file = "cffi-1.17.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a45e3c6913c5b87b3ff120dcdc03f6131fa0065027d0ed7ee6190736a74cd401"},
+    {file = "cffi-1.17.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:30c5e0cb5ae493c04c8b42916e52ca38079f1b235c2f8ae5f4527b963c401caf"},
+    {file = "cffi-1.17.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f75c7ab1f9e4aca5414ed4d8e5c0e303a34f4421f8a0d47a4d019ceff0ab6af4"},
+    {file = "cffi-1.17.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a1ed2dd2972641495a3ec98445e09766f077aee98a1c896dcb4ad0d303628e41"},
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+    {file = "wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"},
+    {file = "wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729"},
+]
+
+[package.extras]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
+
+[[package]]
+name = "win32-setctime"
+version = "1.2.0"
+description = "A small Python utility to set file creation time on Windows"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
+    {file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"},
+]
+
+[package.extras]
+dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "3.12.2"
+content-hash = "4c05d82b0f216f8055fa5e3358bdd46d603e09f850f094dc2b1ccaf61e4fedc0"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..5a4472d
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,169 @@
+[tool.poetry]
+package-mode = false
+name = "python-boilerplate"
+version = "8.0-beta"
+description = "A boilerplate project for Python."
+authors = ["Johnny Miller <johnnysviva@outlook.com>"]
+license = "Apache-2.0"
+readme = "README.md"
+homepage = "https://github.com/johnnymillergh/python_boilerplate/"
+repository = "https://github.com/johnnymillergh/python_boilerplate.git"
+keywords = ["python", "boilerplate"]
+packages = [
+    { include = "python_boilerplate", from = "src" }
+]
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+
+[tool.poetry.dependencies]
+python = "3.12.2"
+pydantic = "==2.10.4"
+loguru = "==0.7.3"
+pyhocon = "==0.3.61"
+numpy = "==2.2.1"
+pandas = "==2.2.3"
+arrow = "==1.3.0"
+tzlocal = "==5.2"
+peewee = "==3.17.8"
+jinja2 = "==3.1.5"
+faker = "==33.1.0"
+python-stdnum = "==1.20"
+tenacity = "==9.0.0"
+matplotlib = "==3.10.0"
+psutil = "==6.1.0"
+apscheduler = "==3.11.0"
+humanize = "==4.11.0"
+pgpy = "==0.6.0"
+
+
+[tool.poetry.group.dev.dependencies]
+mypy = "==1.10.0"
+pre-commit = "==3.7.0"
+pyinstrument = "==4.6.2"
+pyinstaller = "==6.6.0"
+
+
+[tool.poetry.group.linter.dependencies]
+ruff = "==0.8.4"
+
+
+[tool.poetry.group.test]
+optional = true
+
+
+[tool.poetry.group.test.dependencies]
+pytest = "==8.1.2"
+pytest-mock = "==3.14.0"
+pytest-cov = "==5.0.0"
+pytest-html = "==4.1.1"
+pytest-xdist = "==3.5.0"
+pytest-asyncio = "==0.23.6"
+pytest-benchmark = "==4.0.0"
+pytest-monitor = "==1.6.6"
+
+[tool.mypy]
+files = ["src", "tests"]
+cache_dir = "./build/.mypy_cache"
+ignore_missing_imports = true
+
+
+# https://docs.pydantic.dev/latest/mypy_plugin/#configuring-the-plugin
+plugins = ["pydantic.mypy"]
+follow_imports = "silent"
+warn_redundant_casts = true
+warn_unused_ignores = true
+disallow_any_generics = true
+check_untyped_defs = true
+no_implicit_reexport = true
+# for strict mypy: (this is the tricky one :-))
+disallow_untyped_defs = true
+
+
+[tool.pydantic-mypy]
+init_forbid_extra = true
+init_typed = true
+warn_required_dynamic_aliases = true
+warn_untyped_fields = true
+
+
+[tool.pytest]
+testpaths = ["tests", ]
+cache_dir = "./build/.pytest_cache"
+
+
+[tool.pytest.ini_options]
+pythonpath = [
+    "src"
+]
+
+
+[tool.ruff]
+lint.select = ["ALL"]
+lint.ignore = [
+    "ANN401", # Dynamically typed expressions (typing.Any) are disallowed in `*arg`
+    "BLE001", # Do not catch blind exception: `Exception`
+    "D100", # Missing docstring in public module
+    "D101", # Missing docstring in public class
+    "D102", # Missing docstring in public method
+    "D103", # Missing docstring in public function
+    "D104", # Missing docstring in public package
+    "D106", # Missing docstring in public nested class
+    "D203", # One blank line before class docstring
+    "D205", # 1 blank line required between summary line and description
+    "D212", # Multi-line summary first line
+    "D401", # First line of docstring should be in imperative mood
+    "DTZ005", # `datetime.datetime.now()` called without a `tz` argument
+    "EM101", # Exception must not use a string literal, assign to variable first
+    "EM102", # Exception must not use an f-string literal, assign to variable first
+    "PLR2004", # Magic value used in comparison, consider replacing `3` with a constant variable
+    "PLW0603", # Using the global statement to update `times_for_debounce` is discouraged
+    "PLR0913", # Too many arguments
+    "COM812", # Trailing comma missing
+    "S311", # Standard pseudo-random generators are not suitable for cryptographic purposes
+    "TC003", # Move standard library import `concurrent.futures.Future` into a type-checking block
+    "TRY003", # Avoid specifying long messages outside the exception class
+    "TRY201", # Use `raise` without specifying exception name
+]
+line-length = 120
+show-fixes = true
+src = ["src", ]
+target-version = "py39"
+
+
+[tool.ruff.lint.flake8-copyright]
+author = "Lari Liuhamo"
+
+
+[tool.ruff.lint.flake8-quotes]
+docstring-quotes = "double"
+multiline-quotes = "double"
+
+
+[tool.ruff.lint.mccabe]
+max-complexity = 10
+
+
+[tool.ruff.lint.per-file-ignores]
+# https://beta.ruff.rs/docs/rules/
+"__init__.py" = ["F401", "F403", "F405", ]
+"tests/*" = [
+    "ANN",
+    "ARG",
+    "INP001",
+    "S101",
+]
+
+
+[tool.ruff.lint.pylint]
+max-args = 15
+max-branches = 20
+max-returns = 10
+max-statements = 80
+
+
+[tool.ruff.lint.flake8-tidy-imports]
+ban-relative-imports = "all"
diff --git a/python_boilerplate/configuration/application_configuration.py b/python_boilerplate/configuration/application_configuration.py
deleted file mode 100644
index 1003b90..0000000
--- a/python_boilerplate/configuration/application_configuration.py
+++ /dev/null
@@ -1,28 +0,0 @@
-import configparser
-from typing import Final
-
-from loguru import logger
-from pyhocon import ConfigFactory, ConfigTree
-
-from python_boilerplate.common.common_function import (
-    PROJECT_ROOT_PATH,
-    get_resources_dir,
-)
-
-# `application_conf` contains the configuration for the application.
-application_conf: ConfigTree = ConfigFactory.parse_file(
-    get_resources_dir() / "application.conf"
-)
-
-# setup.cfg contains the project constants
-setup_cfg: Final = configparser.ConfigParser()
-setup_cfg.read(PROJECT_ROOT_PATH / "setup.cfg")
-
-
-def configure() -> None:
-    """
-    Configure application.
-    """
-    logger.warning(
-        f"Application configuration loaded, {application_conf}, {setup_cfg.sections()}"
-    )
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 3c48ffa..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,55 +0,0 @@
-[metadata]
-name = python_boilerplate
-version = 7.6
-description = A boilerplate project for Python.
-long_description = file: README.md
-long_description_content_type = text/markdown
-url = https://github.com/johnnymillergh/python_boilerplate
-author = Johnny Miller
-author_email = johnnysviva@outlook.com
-license = Apache License 2.0
-license_file = LICENSE
-
-[flake8]
-ignore = E203, E266, E501, W503
-; PEP 8 - Maximum Line Length, https://peps.python.org/pep-0008/#maximum-line-length
-max-line-length = 88
-max-complexity = 18
-select = B,C,E,F,W,T4
-inline-quotes = "
-multiline-quotes = "
-docstring-quotes = "
-
-[isort]
-multi_line_output = 3
-include_trailing_comma = True
-force_grid_wrap = 0
-use_parentheses = True
-line_length = 88
-
-[mypy]
-files = python_boilerplate,tests
-cache_dir = ./build/.mypy_cache
-ignore_missing_imports = true
-
-# https://docs.pydantic.dev/latest/mypy_plugin/#configuring-the-plugin
-plugins = pydantic.mypy
-follow_imports = silent
-warn_redundant_casts = True
-warn_unused_ignores = True
-disallow_any_generics = True
-check_untyped_defs = True
-no_implicit_reexport = True
-
-# for strict mypy: (this is the tricky one :-))
-disallow_untyped_defs = True
-
-[pydantic-mypy]
-init_forbid_extra = True
-init_typed = True
-warn_required_dynamic_aliases = True
-warn_untyped_fields = True
-
-[tool:pytest]
-testpaths = tests/
-cache_dir = ./build/.pytest_cache
diff --git a/python_boilerplate/__init__.py b/src/python_boilerplate/__init__.py
similarity index 100%
rename from python_boilerplate/__init__.py
rename to src/python_boilerplate/__init__.py
diff --git a/python_boilerplate/__main__.py b/src/python_boilerplate/__main__.py
similarity index 81%
rename from python_boilerplate/__main__.py
rename to src/python_boilerplate/__main__.py
index aad4653..dfdbe16 100644
--- a/python_boilerplate/__main__.py
+++ b/src/python_boilerplate/__main__.py
@@ -13,7 +13,7 @@
 from python_boilerplate.configuration.application_configuration import (
     configure as configure_application,
 )
-from python_boilerplate.configuration.application_configuration import setup_cfg
+from python_boilerplate.configuration.application_configuration import pyproject_toml
 from python_boilerplate.configuration.apscheduler_configuration import (
     cleanup as apscheduler_clean,
 )
@@ -47,9 +47,7 @@
 
 
 def startup() -> None:
-    """
-    Call this function to start the application and do all the preparations and configurations.
-    """
+    """Call this function to start the application and do all the preparations and configurations."""
     logger.info(
         f"Starting {get_module_name()} using Python {platform.python_version()} on "
         f"{platform.node()} with PID {os.getpid()} ({Path(__file__).parent})"
@@ -69,20 +67,16 @@ def startup() -> None:
     # Saving startup log
     # Cannot save startup log in parallel, because the ThreadPoolExecutor won't be able to start another future
     # once the MainThread will end very soon.
-    # executor.submit(save, StartupLog(command_line=" ".join(sys.argv))).add_done_callback(done_callback)
     save(StartupLog(command_line=" ".join(sys.argv)))
 
     elapsed = time.perf_counter() - __start_time
-    logger.info(
-        f"Started {get_module_name()}@{setup_cfg['metadata']['version']} in {timedelta(seconds=elapsed)}"
-    )
+    logger.info(f"Started {get_module_name()}@{pyproject_toml['tool']['poetry']['version']} in "
+                f"{timedelta(seconds=elapsed)}")
 
 
 @atexit.register
 def finalize() -> None:
-    """
-    Register `finalize()` function to be executed upon normal program termination.
-    """
+    """Register `finalize()` function to be executed upon normal program termination."""
     logger.warning(f"Stopping {get_module_name()}, releasing system resources")
     # Retain logs, in case the size of the SQLite database will be increasing like crazy.
     retain_startup_log()
@@ -93,17 +87,13 @@ def finalize() -> None:
     apscheduler_clean()
     update_latest()
     __end_elapsed = time.perf_counter() - __start_time
-    logger.info(
-        f"Stopped {get_module_name()}, running for {timedelta(seconds=__end_elapsed)} in total"
-    )
+    logger.info(f"Stopped {get_module_name()}, running for {timedelta(seconds=__end_elapsed)} in total")
 
 
 def main() -> None:
-    """
-    Main function.
-    """
     logger.info(
-        f"Current module: {get_module_name()}, tzname: {datetime.now().astimezone().tzname()}, localzone: {get_localzone()}"
+        f"Current module: {get_module_name()}, tzname: {datetime.now().astimezone().tzname()}, "
+        f"localzone: {get_localzone()}"
     )
 
 
diff --git a/python_boilerplate/common/__init__.py b/src/python_boilerplate/common/__init__.py
similarity index 100%
rename from python_boilerplate/common/__init__.py
rename to src/python_boilerplate/common/__init__.py
diff --git a/python_boilerplate/common/asynchronization.py b/src/python_boilerplate/common/asynchronization.py
similarity index 80%
rename from python_boilerplate/common/asynchronization.py
rename to src/python_boilerplate/common/asynchronization.py
index bf15a9d..f08ba18 100644
--- a/python_boilerplate/common/asynchronization.py
+++ b/src/python_boilerplate/common/asynchronization.py
@@ -1,3 +1,5 @@
+from __future__ import annotations
+
 import asyncio
 import functools
 import inspect
@@ -12,17 +14,17 @@
 
 def done_callback(future: Future[Any] | Task[Any]) -> None:
     """
-    The default callback for Future once it's done. This function must be called after submitting a Future, to prevent
-    the ThreadPoolExecutor swallows exception in other threads.
+    The default callback is to be executed for Future once it's done.
+
+    This function must be called after submitting a Future, to prevent the ThreadPoolExecutor swallowing exception in
+    other threads.
 
     https://stackoverflow.com/questions/15359295/python-thread-pool-that-handles-exceptions
     https://stackoverflow.com/a/66993893
 
     :param future: an asynchronous computation
     """
-    logger.debug(
-        f"The worker has done its Future task. Done: {future.done()}, future task: {future}"
-    )
+    logger.debug(f"The worker has done its Future task. Done: {future.done()}, future task: {future}")
     exception = future.exception()
     if exception is not None:
         logger.exception(
@@ -35,8 +37,10 @@ def done_callback(future: Future[Any] | Task[Any]) -> None:
 
 def async_function(func: Callable[..., R]) -> Callable[..., Future[R]]:
     """
-    An easy way to implement multi-tread feature with thread pool. The decorator to run sync function in thread pool.
-    The return value of decorated function will be `concurrent.futures._base.Future`.
+    An easy way to implement multi-tread feature with thread pool.
+
+    The decorator to run sync function in thread pool. The return value of decorated function will be
+    `concurrent.futures._base.Future`.
 
     Usage: decorate the function with `@async_function`. For example,
 
@@ -60,9 +64,7 @@ def wrapper(*arg: Any, **kwarg: Any) -> Future[R]:
         future = executor.submit(func, *arg, **kwarg)
         future.add_done_callback(done_callback)
         module = inspect.getmodule(func)
-        logger.debug(
-            f"Submitted future task to run function asynchronously: {future}, {module}.{func.__qualname__}"
-        )
+        logger.debug(f"Submitted future task to run function asynchronously: {future}, {module}.{func.__qualname__}")
         return future
 
     return wrapper
@@ -71,6 +73,7 @@ def wrapper(*arg: Any, **kwarg: Any) -> Future[R]:
 def async_function_wrapper(func: Callable[..., Any]) -> Callable[..., Task[Any]]:
     """
     The decorator to add `add_done_callback` for async function.
+
     The return value of decorated function will be `concurrent.futures._base.Future`.
 
     Usage: decorate the function with `@async_function`. For example,
diff --git a/python_boilerplate/common/common_function.py b/src/python_boilerplate/common/common_function.py
similarity index 86%
rename from python_boilerplate/common/common_function.py
rename to src/python_boilerplate/common/common_function.py
index d7bfaa9..ae36919 100644
--- a/python_boilerplate/common/common_function.py
+++ b/src/python_boilerplate/common/common_function.py
@@ -1,3 +1,5 @@
+from __future__ import annotations
+
 import getpass
 import os
 from datetime import date, datetime
@@ -13,7 +15,7 @@
 # Path Correspondence to tools in the os module
 # https://docs.python.org/3/library/pathlib.html#correspondence-to-tools-in-the-os-module
 
-PROJECT_ROOT_PATH: Final = Path(__file__).parent.parent.parent
+PROJECT_ROOT_PATH: Final = Path(__file__).parent.parent.parent.parent
 MODULE_ROOT_PATH: Final = Path(__file__).parent.parent
 
 
@@ -35,47 +37,39 @@ def get_data_dir(sub_path: str = "") -> Path:
 
 
 def get_resources_dir() -> Path:
-    """
-    Get the resources directory of the project.
-    """
+    """Get the resources directory of the project."""
     return MODULE_ROOT_PATH / "resources"
 
 
 def get_module_name() -> str:
-    """
-    Get the name of the current module.
-    """
+    """Get the name of the current module."""
     return MODULE_ROOT_PATH.name
 
 
 def get_cpu_count() -> int:
-    """
-    Get CPU count, default is 4
-    """
+    """Get CPU count, default is 4."""
     cpu_count = os.cpu_count()
     if cpu_count is not None:
         return cpu_count
-    else:
-        return 4
+    return 4
 
 
 def get_login_user() -> str:
     """
     Get current login user who is using the OS.
+
     :return: the username
     """
     try:
         return getpass.getuser()
     except Exception as ex:
-        logger.error(
-            f"Failed to get current login user, falling back to `default_user`. {ex}"
-        )
+        logger.error(f"Failed to get current login user, falling back to `default_user`. {ex}")
         return "default_user"
 
 
 def json_serial(obj: Any) -> str | dict[str, Any]:
     """
-    JSON serializer for objects not serializable by default json code
+    JSON serializer for objects not serializable by default json code.
 
     https://stackoverflow.com/questions/11875770/how-to-overcome-datetime-datetime-not-json-serializable/36142844#36142844
 
diff --git a/python_boilerplate/common/debounce_throttle.py b/src/python_boilerplate/common/debounce_throttle.py
similarity index 58%
rename from python_boilerplate/common/debounce_throttle.py
rename to src/python_boilerplate/common/debounce_throttle.py
index 7898df1..f01fdf1 100644
--- a/python_boilerplate/common/debounce_throttle.py
+++ b/src/python_boilerplate/common/debounce_throttle.py
@@ -1,13 +1,15 @@
+from __future__ import annotations
+
 import functools
 import time
-from typing import Any, Callable, Optional, TypeVar
+from typing import Any, Callable, TypeVar
 
 from loguru import logger
 
 R = TypeVar("R")
 
 
-def debounce(wait: float) -> Callable[..., Callable[..., Optional[R]]]:
+def debounce(wait: float) -> Callable[..., Callable[..., R | None]]:
     """
     Debounce function decorator.
 
@@ -15,30 +17,27 @@ def debounce(wait: float) -> Callable[..., Callable[..., Optional[R]]]:
     :return: a decorated function
     """
 
-    def decorator(func: Callable[..., Optional[R]]) -> Callable[..., Optional[R]]:
+    def decorator(func: Callable[..., R | None]) -> Callable[..., R | None]:
         last_called: float = 0
 
         @functools.wraps(func)
-        def wrapper(*args: Any, **kwargs: Any) -> Optional[R]:
+        def wrapper(*args: Any, **kwargs: Any) -> R | None:
             nonlocal last_called
             elapsed = time.monotonic() - last_called
             if elapsed > wait:
                 logger.debug("Calling function due to elapsed > wait time")
-                result: Optional[R] = func(*args, **kwargs)
+                result: R | None = func(*args, **kwargs)
                 last_called = time.monotonic()
                 return result
-            else:
-                logger.debug(
-                    f"Refused to call function {func.__qualname__}(args={args}, kwargs={kwargs})"
-                )
-                return None
+            logger.debug(f"Refused to call function {func.__qualname__}(args={args}, kwargs={kwargs})")
+            return None
 
         return wrapper
 
     return decorator
 
 
-def throttle(limit: float) -> Callable[..., Callable[..., Optional[R]]]:
+def throttle(limit: float) -> Callable[..., Callable[..., R | None]]:
     """
     Throttle function decorator.
 
@@ -46,12 +45,12 @@ def throttle(limit: float) -> Callable[..., Callable[..., Optional[R]]]:
     :return: a decorated function
     """
 
-    def decorator(func: Callable[..., Optional[R]]) -> Callable[..., Optional[R]]:
+    def decorator(func: Callable[..., R | None]) -> Callable[..., R | None]:
         last_called: float = 0
         called = False
 
         @functools.wraps(func)
-        def wrapper(*args: Any, **kwargs: Any) -> Optional[R]:
+        def wrapper(*args: Any, **kwargs: Any) -> R | None:
             nonlocal last_called, called
             elapsed = time.monotonic() - last_called
             if not called:
@@ -60,16 +59,13 @@ def wrapper(*args: Any, **kwargs: Any) -> Optional[R]:
                 result = func(*args, **kwargs)
                 last_called = time.monotonic()
                 return result
-            elif elapsed > limit:
+            if elapsed > limit:
                 logger.debug("Calling func due to elapsed > limit")
                 result = func(*args, **kwargs)
                 last_called = time.monotonic()
                 return result
-            else:
-                logger.debug(
-                    f"Refused to call function `{func.__qualname__}`(args={args}, kwargs={kwargs})"
-                )
-                return None
+            logger.debug(f"Refused to call function `{func.__qualname__}`(args={args}, kwargs={kwargs})")
+            return None
 
         return wrapper
 
diff --git a/python_boilerplate/common/orm.py b/src/python_boilerplate/common/orm.py
similarity index 88%
rename from python_boilerplate/common/orm.py
rename to src/python_boilerplate/common/orm.py
index b8a0e79..fafe940 100644
--- a/python_boilerplate/common/orm.py
+++ b/src/python_boilerplate/common/orm.py
@@ -1,4 +1,4 @@
-from typing import Type, TypeVar
+from typing import TypeVar
 
 from loguru import logger
 
@@ -9,7 +9,7 @@
 T = TypeVar("T", bound=BaseModel)
 
 
-def peewee_table(clazz: Type[T]) -> Type[T]:
+def peewee_table(clazz: type[T]) -> type[T]:
     """
     The decorator to register peewee tables. Creates the table if not exists.
 
@@ -19,7 +19,6 @@ def peewee_table(clazz: Type[T]) -> Type[T]:
     :param clazz: A subclass of `BaseModel`
     :return: A decorated class
     """
-
     logger.info(f"Registering peewee table: {clazz.__name__}")
     DATABASE.create_tables([clazz])
     return clazz
diff --git a/python_boilerplate/common/profiling.py b/src/python_boilerplate/common/profiling.py
similarity index 94%
rename from python_boilerplate/common/profiling.py
rename to src/python_boilerplate/common/profiling.py
index 6264fd8..5bfa204 100644
--- a/python_boilerplate/common/profiling.py
+++ b/src/python_boilerplate/common/profiling.py
@@ -1,8 +1,9 @@
 import functools
 import os
 import time
+from collections.abc import Coroutine
 from datetime import timedelta
-from typing import Any, Callable, Coroutine, TypeVar
+from typing import Any, Callable, TypeVar
 
 import psutil
 from loguru import logger
@@ -38,9 +39,7 @@ def wrapper(*arg: Any, **kwarg: Any) -> Any:
             try:
                 return_value = func(*arg, **kwarg)
             except Exception as e:
-                logger.exception(
-                    f"Exception raised when executing function: {func.__qualname__}(). Exception: {e}"
-                )
+                logger.exception(f"Exception raised when executing function: {func.__qualname__}(). Exception: {e}")
                 elapsed = time.perf_counter() - start_time
                 logger.log(
                     level,
@@ -82,9 +81,7 @@ def async_elapsed_time(
     :param level: logging level, default is "INFO". Available values: ["TRACE", "DEBUG", "INFO", "WARNING", "ERROR"]
     """
 
-    def decorator(
-        func: Callable[..., Coroutine[Any, Any, R]]
-    ) -> Callable[..., Coroutine[Any, Any, R]]:
+    def decorator(func: Callable[..., Coroutine[Any, Any, R]]) -> Callable[..., Coroutine[Any, Any, R]]:
         @functools.wraps(func)
         async def wrapper(*arg: Any, **kwarg: Any) -> Any:
             start_time = time.perf_counter()
@@ -111,7 +108,8 @@ async def wrapper(*arg: Any, **kwarg: Any) -> Any:
 
 def get_memory_usage() -> int:
     """
-    Gets the usage of memory
+    Gets the usage of memory.
+
     :return: memory usage in bytes
     """
     process = psutil.Process(os.getpid())
@@ -121,11 +119,11 @@ def get_memory_usage() -> int:
 
 def get_cpu_usage() -> float:
     """
-    Getting cpu_percent non-blocking (percentage since last call)
+    Getting cpu_percent non-blocking (percentage since last call).
+
     :return: CPU usage
     """
-    cpu_usage = psutil.cpu_percent()
-    return cpu_usage
+    return psutil.cpu_percent()
 
 
 def mem_profile(level: str = "INFO") -> Callable[..., Callable[..., R]]:
diff --git a/python_boilerplate/common/trace.py b/src/python_boilerplate/common/trace.py
similarity index 95%
rename from python_boilerplate/common/trace.py
rename to src/python_boilerplate/common/trace.py
index 7840980..36cafbe 100644
--- a/python_boilerplate/common/trace.py
+++ b/src/python_boilerplate/common/trace.py
@@ -17,8 +17,8 @@
 
 def async_trace(func: Callable[..., R]) -> Callable[..., R]:
     """
-    The decorator to trace Python function asynchronously,
-    which writes trace_log data in different threads (thread pool).
+    The decorator is to trace Python function asynchronously, which writes trace_log data in different threads
+    (thread pool).
 
     Usage:
      * decorate a function with `@async_trace`
diff --git a/python_boilerplate/configuration/__init__.py b/src/python_boilerplate/configuration/__init__.py
similarity index 100%
rename from python_boilerplate/configuration/__init__.py
rename to src/python_boilerplate/configuration/__init__.py
diff --git a/src/python_boilerplate/configuration/application_configuration.py b/src/python_boilerplate/configuration/application_configuration.py
new file mode 100644
index 0000000..ad741df
--- /dev/null
+++ b/src/python_boilerplate/configuration/application_configuration.py
@@ -0,0 +1,39 @@
+from pathlib import Path
+from typing import Final
+
+import tomllib
+from loguru import logger
+from pyhocon import ConfigFactory
+
+from python_boilerplate.common.common_function import (
+    PROJECT_ROOT_PATH,
+    get_resources_dir,
+)
+
+# `application_conf` contains the configuration for the application.
+application_conf: Final = ConfigFactory.parse_file(get_resources_dir() / "application.conf")
+
+
+def check_existence(file_path: Path) -> bool:
+    return file_path.exists() and file_path.is_file()
+
+
+_pyproject_toml_file = PROJECT_ROOT_PATH / "pyproject.toml"
+if not check_existence(_pyproject_toml_file):
+    logger.warning(f"File not found: {_pyproject_toml_file}")
+    _pyproject_toml_file = Path(__file__).parent.parent.parent / "pyproject.toml"
+    logger.warning(f"Fallback to: {_pyproject_toml_file}")
+    if not check_existence(_pyproject_toml_file):
+        logger.error(f"Fallback failed due to file not found: {_pyproject_toml_file}")
+        raise FileNotFoundError(f"File not found: {_pyproject_toml_file}")
+with _pyproject_toml_file.open("rb") as file:
+    pyproject_toml: Final = tomllib.load(file)
+
+
+def configure() -> None:
+    """Configure application."""
+    logger.warning(f"Application configuration loaded, {application_conf}, {pyproject_toml['tool']['poetry']['name']}")
+
+
+if __name__ == "__main__":
+    configure()
diff --git a/python_boilerplate/configuration/apscheduler_configuration.py b/src/python_boilerplate/configuration/apscheduler_configuration.py
similarity index 78%
rename from python_boilerplate/configuration/apscheduler_configuration.py
rename to src/python_boilerplate/configuration/apscheduler_configuration.py
index fba1177..d204a91 100644
--- a/python_boilerplate/configuration/apscheduler_configuration.py
+++ b/src/python_boilerplate/configuration/apscheduler_configuration.py
@@ -24,23 +24,15 @@
 
 
 def configure() -> None:
-    """
-    Configure APScheduler.
-    """
+    """Configure APScheduler."""
     logger.warning(f"APSScheduler configured: {scheduler}")
     scheduler.start()
 
 
 @elapsed_time("WARNING")
 def cleanup() -> None:
-    """
-    Clean up APScheduler.
-    """
-    logger.warning(
-        f"APScheduler is being shutdown: {scheduler}, running: {scheduler.running}"
-    )
+    """Clean up APScheduler."""
+    logger.warning(f"APScheduler is being shutdown: {scheduler}, running: {scheduler.running}")
     # Shutdown the job stores and executors but does not wait for any running tasks to complete.
     scheduler.shutdown(wait=False)
-    logger.warning(
-        f"APScheduler {scheduler} has been shutdown, running: {scheduler.running}"
-    )
+    logger.warning(f"APScheduler {scheduler} has been shutdown, running: {scheduler.running}")
diff --git a/python_boilerplate/configuration/loguru_configuration.py b/src/python_boilerplate/configuration/loguru_configuration.py
similarity index 87%
rename from python_boilerplate/configuration/loguru_configuration.py
rename to src/python_boilerplate/configuration/loguru_configuration.py
index 727a137..ee66925 100644
--- a/python_boilerplate/configuration/loguru_configuration.py
+++ b/src/python_boilerplate/configuration/loguru_configuration.py
@@ -22,11 +22,7 @@
 logger.remove(handler_id=None)
 # Set up logging for log file
 _logs_directory_path = get_data_dir("logs")
-_log_file = (
-    str(_logs_directory_path)
-    + f"/{get_module_name()}.{platform.node()}."
-    + "{time}.log"
-)
+_log_file = str(_logs_directory_path) + f"/{get_module_name()}.{platform.node()}." + "{time}.log"
 log_level = application_conf.get_string("log_level")
 logger.add(
     _log_file,
@@ -52,7 +48,7 @@
 
 class InterceptHandler(logging.Handler):
     """
-    Intercept standard logging
+    Intercept standard logging.
 
     https://loguru.readthedocs.io/en/stable/overview.html#entirely-compatible-with-standard-logging
     https://gist.github.com/devsetgo/28c2edaca2d09e267dec46bb2e54b9e2
@@ -73,9 +69,7 @@ def emit(self, record: LogRecord) -> None:
                 frame = frame.f_back
                 depth += 1
 
-        logger.opt(depth=depth, exception=record.exc_info).log(
-            level, f"{record.name} -> {record.getMessage()}"
-        )
+        logger.opt(depth=depth, exception=record.exc_info).log(level, f"{record.name} -> {record.getMessage()}")
 
 
 logging.basicConfig(handlers=[InterceptHandler()], level=0)
@@ -88,10 +82,7 @@ def emit(self, record: LogRecord) -> None:
 
 def retain_log_files() -> None:
     now = arrow.now("local")
-    dates = {
-        date.format("YYYY-MM-DD")
-        for date in Arrow.range("day", now.shift(days=-7), end=now)
-    }
+    dates = {date.format("YYYY-MM-DD") for date in Arrow.range("day", now.shift(days=-7), end=now)}
     for file_path in _logs_directory_path.glob("*.log"):
         split_log_file_name = file_path.name.split(".")
         split_log_file_name.reverse()
@@ -102,8 +93,6 @@ def retain_log_files() -> None:
 
 
 def configure() -> None:
-    """
-    Configure logging.
-    """
+    """Configure logging."""
     retain_log_files()
     logger.warning(f"Loguru logging configured, log_level: {log_level}")
diff --git a/python_boilerplate/configuration/peewee_configuration.py b/src/python_boilerplate/configuration/peewee_configuration.py
similarity index 100%
rename from python_boilerplate/configuration/peewee_configuration.py
rename to src/python_boilerplate/configuration/peewee_configuration.py
diff --git a/python_boilerplate/configuration/thread_pool_configuration.py b/src/python_boilerplate/configuration/thread_pool_configuration.py
similarity index 63%
rename from python_boilerplate/configuration/thread_pool_configuration.py
rename to src/python_boilerplate/configuration/thread_pool_configuration.py
index ce48cad..7624c23 100644
--- a/python_boilerplate/configuration/thread_pool_configuration.py
+++ b/src/python_boilerplate/configuration/thread_pool_configuration.py
@@ -10,32 +10,27 @@
 # Set the default max number of concurrent threads = 2 x CPU cores
 max_workers = 2 * get_cpu_count()
 executor: ThreadPoolExecutor = ThreadPoolExecutor(
-    max_workers=max_workers, thread_name_prefix=f"{get_module_name()}_thread"
+    max_workers=max_workers,
+    thread_name_prefix=f"{get_module_name()}_thread",
 )
 
 
 def configure() -> None:
-    """
-    Configure thread pool.
-    """
-    logger.warning(
-        f"Thread pool executor with {max_workers} workers, executor: {executor}"
-    )
+    """Configure thread pool."""
+    logger.warning(f"Thread pool executor with {max_workers} workers, executor: {executor}")
 
 
 # noinspection PyProtectedMember
 @elapsed_time("WARNING")
 def cleanup() -> None:
-    """
-    Clean up thread pool.
-    """
+    """Clean up thread pool."""
     logger.warning(
-        f"Thread pool executor is being shutdown: {executor}, pending: {executor._work_queue.qsize()} jobs, "
-        f"threads: {len(executor._threads)}"
+        f"Thread pool executor is being shutdown: {executor}, pending: {executor._work_queue.qsize()} jobs, "  # noqa: SLF001
+        f"threads: {len(executor._threads)}"  # noqa: SLF001
     )
     executor.shutdown()
     # noinspection PyProtectedMember
     logger.warning(
-        f"Thread pool executor has been shutdown: {executor}, pending: {executor._work_queue.qsize()} jobs, "
-        f"threads: {len(executor._threads)}"
+        f"Thread pool executor has been shutdown: {executor}, pending: {executor._work_queue.qsize()} jobs, "  # noqa: SLF001
+        f"threads: {len(executor._threads)}"  # noqa: SLF001
     )
diff --git a/python_boilerplate/data_migration/__init__.py b/src/python_boilerplate/data_migration/__init__.py
similarity index 100%
rename from python_boilerplate/data_migration/__init__.py
rename to src/python_boilerplate/data_migration/__init__.py
diff --git a/python_boilerplate/data_migration/data_migration.py b/src/python_boilerplate/data_migration/data_migration.py
similarity index 100%
rename from python_boilerplate/data_migration/data_migration.py
rename to src/python_boilerplate/data_migration/data_migration.py
diff --git a/python_boilerplate/data_migration/video_game/__init__.py b/src/python_boilerplate/data_migration/video_game/__init__.py
similarity index 100%
rename from python_boilerplate/data_migration/video_game/__init__.py
rename to src/python_boilerplate/data_migration/video_game/__init__.py
diff --git a/python_boilerplate/data_migration/video_game/data_initialization_dml.py b/src/python_boilerplate/data_migration/video_game/data_initialization_dml.py
similarity index 93%
rename from python_boilerplate/data_migration/video_game/data_initialization_dml.py
rename to src/python_boilerplate/data_migration/video_game/data_initialization_dml.py
index 22e7457..da76e86 100644
--- a/python_boilerplate/data_migration/video_game/data_initialization_dml.py
+++ b/src/python_boilerplate/data_migration/video_game/data_initialization_dml.py
@@ -1,13 +1,17 @@
+from typing import Final
+
 import pandas as pd
 from loguru import logger
 
 from python_boilerplate.common.common_function import get_resources_dir
 from python_boilerplate.repository.model.video_game import VideoGame
 
+TOTAL_COUNT: Final = 1212
+
 
 def execute() -> None:
     count = VideoGame.select().count()
-    if count == 1212:
+    if count == TOTAL_COUNT:
         logger.info(f"Count of video_game: {count}")
         return
     video_game_list = []
@@ -15,7 +19,7 @@ def execute() -> None:
     # https://github.com/corgis-edu/corgis/blob/master/website/datasets/csv/video_games/video_games.md
     video_games_path = get_resources_dir() / "video_games.csv"
     video_games = pd.read_csv(video_games_path)
-    for index, row in video_games.iterrows():
+    for _, row in video_games.iterrows():
         video_game_list.append(
             {
                 "title": row["Title"],
diff --git a/python_boilerplate/demo/__init__.py b/src/python_boilerplate/demo/__init__.py
similarity index 100%
rename from python_boilerplate/demo/__init__.py
rename to src/python_boilerplate/demo/__init__.py
diff --git a/python_boilerplate/demo/arrow_usage.py b/src/python_boilerplate/demo/arrow_usage.py
similarity index 100%
rename from python_boilerplate/demo/arrow_usage.py
rename to src/python_boilerplate/demo/arrow_usage.py
diff --git a/python_boilerplate/demo/async_usage.py b/src/python_boilerplate/demo/async_usage.py
similarity index 83%
rename from python_boilerplate/demo/async_usage.py
rename to src/python_boilerplate/demo/async_usage.py
index 293a063..a846009 100644
--- a/python_boilerplate/demo/async_usage.py
+++ b/src/python_boilerplate/demo/async_usage.py
@@ -37,16 +37,12 @@ async def coroutine3() -> None:
 @async_elapsed_time()
 @async_function_wrapper
 def non_coroutine() -> None:
-    logger.warning(
-        "Should be raising TypeError after this log, cuz it's not an async function"
-    )
+    logger.warning("Should be raising TypeError after this log, cuz it's not an async function")
 
 
 async def main() -> None:
     # Run both coroutines concurrently using asyncio.gather()
-    results: list[Any] = await asyncio.gather(
-        *[coroutine1(), coroutine2(), coroutine3()], return_exceptions=True
-    )
+    results: list[Any] = await asyncio.gather(*[coroutine1(), coroutine2(), coroutine3()], return_exceptions=True)
     logger.info(f"Results: {results}")
 
 
diff --git a/python_boilerplate/demo/multithread_and_thread_pool_usage.py b/src/python_boilerplate/demo/multithread_and_thread_pool_usage.py
similarity index 92%
rename from python_boilerplate/demo/multithread_and_thread_pool_usage.py
rename to src/python_boilerplate/demo/multithread_and_thread_pool_usage.py
index da6847f..110f41b 100644
--- a/python_boilerplate/demo/multithread_and_thread_pool_usage.py
+++ b/src/python_boilerplate/demo/multithread_and_thread_pool_usage.py
@@ -29,7 +29,7 @@ def generate_data_frame(rows: int) -> DataFrame:
     data_array = []
     faker = Faker()
     for _ in range(rows):
-        data_array.append(
+        data_array.append(  # noqa: PERF401
             {
                 COLUMN_NAMES[0]: faker.name(),
                 COLUMN_NAMES[1]: faker.email(),
@@ -45,9 +45,7 @@ def async_generate_data_frame() -> DataFrame:
     total_rows = sum(ROW_ARRAY)
     logger.info(f"Going to generate {total_rows} rows of data in asynchronous way")
     futures: list[Future[DataFrame]] = [generate_data_frame(row) for row in ROW_ARRAY]
-    logger.info(
-        f"Submitted {len(futures)} tasks to ThreadPoolExecutor, waiting for them to complete..."
-    )
+    logger.info(f"Submitted {len(futures)} tasks to ThreadPoolExecutor, waiting for them to complete...")
     # noinspection PyTypeChecker
     wait(futures)
     logger.warning(f"All tasks completed in {futures}")
diff --git a/python_boilerplate/demo/pandas_usage.py b/src/python_boilerplate/demo/pandas_usage.py
similarity index 87%
rename from python_boilerplate/demo/pandas_usage.py
rename to src/python_boilerplate/demo/pandas_usage.py
index b58503d..18c02a6 100644
--- a/python_boilerplate/demo/pandas_usage.py
+++ b/src/python_boilerplate/demo/pandas_usage.py
@@ -19,9 +19,7 @@
 # The CSV dataset is from
 # https://github.com/corgis-edu/corgis/blob/master/website/datasets/csv/video_games/video_games.md
 video_games_path: Final = get_resources_dir() / "video_games.csv"
-sony_published_video_games_path: Final = (
-    get_data_dir() / "sony_published_video_games.csv"
-)
+sony_published_video_games_path: Final = get_data_dir() / "sony_published_video_games.csv"
 video_games: Final = pd.read_csv(video_games_path)
 logger.info(f"Done reading CSV, file: [{video_games_path}], rows: {len(video_games)}")
 
@@ -64,9 +62,7 @@ def look_for_sony_published_games() -> DataFrame:
         f"those are multi-player, title with 't'"
     )
     game_release_each_year: Final[Series] = (
-        sony_published.groupby(release_year)[release_year]
-        .count()
-        .sort_values(ascending=False)
+        sony_published.groupby(release_year)[release_year].count().sort_values(ascending=False)
     )
     for item in game_release_each_year.items():
         logger.info(f"Sony released {item[1]} games in {item[0]}")
@@ -79,7 +75,7 @@ def look_for_sony_published_games() -> DataFrame:
 def generate_random_data(row_count: int) -> DataFrame:
     rows: list[dict[str, Any]] = []
     for _ in range(row_count):
-        rows.append(
+        rows.append(  # noqa: PERF401
             {
                 "full_name": faker.name(),
                 "age": faker.random.randint(18, 100),
@@ -95,9 +91,7 @@ def generate_random_data(row_count: int) -> DataFrame:
 # noinspection PyTypeChecker
 @elapsed_time("DEBUG")
 def submit_parallel_tasks() -> list[DataFrame]:
-    futures: list[Future[DataFrame]] = []
-    for _ in range(5):
-        futures.append(generate_random_data(5000))
+    futures: list[Future[DataFrame]] = [generate_random_data(5000) for _ in range(5)]
     wait(futures)
     logger.info(f"All {len(futures)} tasks has done")
     return [future.result() for future in futures]
@@ -105,9 +99,7 @@ def submit_parallel_tasks() -> list[DataFrame]:
 
 @elapsed_time("DEBUG")
 def merge_results(dataframes: list[DataFrame]) -> DataFrame:
-    result_list: DataFrame = pd.DataFrame(
-        columns=["full_name", "age", "phone_number", "address", "zipcode", "country"]
-    )
+    result_list: DataFrame = pd.DataFrame(columns=["full_name", "age", "phone_number", "address", "zipcode", "country"])
     for dataframe in dataframes:
         result_list = pd.concat([result_list, dataframe])
     return result_list
@@ -119,9 +111,7 @@ def data_generation() -> None:
     logger.info(f"Finished merging data\n{result_data_pd}")
     random_data_path = get_data_dir() / "random_data.csv"
     result_data_pd.to_csv(random_data_path, index=False)
-    logger.info(
-        f"Done writing data file [{random_data_path}], rows: {len(result_data_pd)}"
-    )
+    logger.info(f"Done writing data file [{random_data_path}], rows: {len(result_data_pd)}")
 
 
 if __name__ == "__main__":
diff --git a/python_boilerplate/demo/pgp_usage.py b/src/python_boilerplate/demo/pgp_usage.py
similarity index 66%
rename from python_boilerplate/demo/pgp_usage.py
rename to src/python_boilerplate/demo/pgp_usage.py
index 6b5ed97..e3298e1 100644
--- a/python_boilerplate/demo/pgp_usage.py
+++ b/src/python_boilerplate/demo/pgp_usage.py
@@ -5,26 +5,14 @@
 
 from python_boilerplate.common.common_function import get_resources_dir
 
-_alice_public_key_path = (
-    get_resources_dir()
-    / "pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_public.asc"
-)
+_alice_public_key_path = get_resources_dir() / "pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_public.asc"
 alice_public_key: Final[PGPKey] = PGPKey.from_file(_alice_public_key_path.__str__())[0]
-_alice_secret_key_path = (
-    get_resources_dir()
-    / "pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_SECRET.asc"
-)
+_alice_secret_key_path = get_resources_dir() / "pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_SECRET.asc"
 alice_secret_key: Final[PGPKey] = PGPKey.from_file(_alice_secret_key_path.__str__())[0]
 
-_bob_public_key_path = (
-    get_resources_dir()
-    / "pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_public.asc"
-)
+_bob_public_key_path = get_resources_dir() / "pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_public.asc"
 bob_public_key: Final[PGPKey] = PGPKey.from_file(_bob_public_key_path.__str__())[0]
-_bob_secret_key_path = (
-    get_resources_dir()
-    / "pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_SECRET.asc"
-)
+_bob_secret_key_path = get_resources_dir() / "pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_SECRET.asc"
 bob_secret_key: Final[PGPKey] = PGPKey.from_file(_bob_secret_key_path.__str__())[0]
 
 logger.warning(
diff --git a/python_boilerplate/demo/pydantic_usage.py b/src/python_boilerplate/demo/pydantic_usage.py
similarity index 71%
rename from python_boilerplate/demo/pydantic_usage.py
rename to src/python_boilerplate/demo/pydantic_usage.py
index 4a921b9..66d0f6a 100644
--- a/python_boilerplate/demo/pydantic_usage.py
+++ b/src/python_boilerplate/demo/pydantic_usage.py
@@ -1,5 +1,6 @@
+from __future__ import annotations
+
 from datetime import datetime
-from typing import Optional
 
 from pydantic import BaseModel
 from pydantic.dataclasses import dataclass
@@ -9,11 +10,11 @@ class User(BaseModel):
     id: int
     name: str = "John Doe"
     # signup_ts is not required, can be None
-    signup_ts: Optional[datetime] = None
+    signup_ts: datetime | None = None
 
 
 @dataclass
 class UserDataClass:
     id: int
     name: str = "John Doe"
-    signup_ts: Optional[datetime] = None
+    signup_ts: datetime | None = None
diff --git a/python_boilerplate/demo/python_dependency_size.py b/src/python_boilerplate/demo/python_dependency_size.py
similarity index 91%
rename from python_boilerplate/demo/python_dependency_size.py
rename to src/python_boilerplate/demo/python_dependency_size.py
index 394ffa2..336d6d1 100644
--- a/python_boilerplate/demo/python_dependency_size.py
+++ b/src/python_boilerplate/demo/python_dependency_size.py
@@ -8,10 +8,8 @@
 
 def calculate_distribution(dist: Distribution) -> int:
     # noinspection PyUnresolvedReferences,PyProtectedMember
-    distribution_parent: Path = dist._path.parent  # type: ignore
-    files_in_distribution: list[PackagePath] = (
-        dist.files if dist.files is not None else []
-    )
+    distribution_parent: Path = dist._path.parent  # type: ignore # noqa: SLF001, PGH003
+    files_in_distribution: list[PackagePath] = dist.files if dist.files is not None else []
     total_size = 0
     logger.debug(f"{dist.metadata['name']} has {len(files_in_distribution)} files")
     for file in files_in_distribution:
diff --git a/python_boilerplate/demo/strategy_design_pattern_usage.py b/src/python_boilerplate/demo/strategy_design_pattern_usage.py
similarity index 72%
rename from python_boilerplate/demo/strategy_design_pattern_usage.py
rename to src/python_boilerplate/demo/strategy_design_pattern_usage.py
index 0ceff79..56e6901 100644
--- a/python_boilerplate/demo/strategy_design_pattern_usage.py
+++ b/src/python_boilerplate/demo/strategy_design_pattern_usage.py
@@ -1,34 +1,28 @@
+from typing import Final
+
 from loguru import logger
 
 
 class BaseStrategy:
-    _strategies: list["BaseStrategy"] = []
+    _strategies: Final[list["BaseStrategy"]] = []
 
     @staticmethod
     def init() -> None:
         if len(BaseStrategy._strategies) > 0:
             return
         strategy_classes = BaseStrategy.__subclasses__()
-        BaseStrategy._strategies = [
-            strategy_class.__new__(strategy_class)
-            for strategy_class in strategy_classes
-        ]
-        logger.info(
-            f"Initialized {len(strategy_classes)} subclasses: {BaseStrategy._strategies}"
-        )
+        for strategy_class in strategy_classes:
+            BaseStrategy._strategies.append(strategy_class.__new__(strategy_class))
+        logger.info(f"Initialized {len(strategy_classes)} subclasses: {BaseStrategy._strategies}")
 
     def strategy_name(self) -> str:
         return self.__class__.__name__
 
     def matches(self, data_input: str) -> bool:
-        raise NotImplementedError(
-            f"Function `{self.matches.__qualname__}` is not implemented"
-        )
+        raise NotImplementedError(f"Function `{self.matches.__qualname__}` is not implemented")
 
     def execute(self, data_input: str) -> None:
-        raise NotImplementedError(
-            f"Function `{self.execute.__qualname__}` is not implemented"
-        )
+        raise NotImplementedError(f"Function `{self.execute.__qualname__}` is not implemented")
 
     @classmethod
     def iter_execute(cls, data_input: str) -> None:
@@ -37,6 +31,10 @@ def iter_execute(cls, data_input: str) -> None:
             raise ValueError("No supported strategies found")
         strategies[0].execute(data_input)
 
+    @classmethod
+    def strategies(cls) -> list["BaseStrategy"]:
+        return cls._strategies
+
 
 class StrategyOne(BaseStrategy):
     def matches(self, data_input: str) -> bool:
diff --git a/python_boilerplate/demo/tenacity_usage.py b/src/python_boilerplate/demo/tenacity_usage.py
similarity index 83%
rename from python_boilerplate/demo/tenacity_usage.py
rename to src/python_boilerplate/demo/tenacity_usage.py
index 7aebd7a..5da9358 100644
--- a/python_boilerplate/demo/tenacity_usage.py
+++ b/src/python_boilerplate/demo/tenacity_usage.py
@@ -30,9 +30,7 @@ def exception_function_1() -> None:
     raise RuntimeError("Failure message 1")
 
 
-@retry(
-    stop=stop_after_attempt(3), wait=wait_fixed(2), after=after_log(loging_logger, INFO)
-)
+@retry(stop=stop_after_attempt(3), wait=wait_fixed(2), after=after_log(loging_logger, INFO))
 def exception_function_2() -> None:
     logger.warning("Mocking failure 2")
     raise RuntimeError("Failure message 2")
@@ -47,27 +45,22 @@ def different_exceptions_possible(x: int) -> str:
     if x == 1:
         logger.error("IO Error because x is 1")
         raise ValueError("Value error because x is 1")
-    elif x == 2:
+    if x == 2:
         logger.error("Not implemented error because x is 2")
         raise NotImplementedError("Not implemented error because x is 2")
-    elif x == 3:
+    if x == 3:
         logger.error("Type Error because x is 3, won't retry")
         raise TypeError("Type error because x is 3")
-    else:
-        return "success"
+    return "success"
 
 
 @trace
 def validate_code(result: int) -> bool:
     needs_retry = result not in SUCCESS_RANGE
     if needs_retry:
-        logger.warning(
-            f"The result = {result}, which is NOT 2xx code, needs_retry = {needs_retry}"
-        )
+        logger.warning(f"The result = {result}, which is NOT 2xx code, needs_retry = {needs_retry}")
     else:
-        logger.info(
-            f"The result = {result}, which is 2xx code, needs_retry = {needs_retry}"
-        )
+        logger.info(f"The result = {result}, which is 2xx code, needs_retry = {needs_retry}")
     return needs_retry
 
 
diff --git a/python_boilerplate/message/__init__.py b/src/python_boilerplate/message/__init__.py
similarity index 100%
rename from python_boilerplate/message/__init__.py
rename to src/python_boilerplate/message/__init__.py
diff --git a/python_boilerplate/message/email.py b/src/python_boilerplate/message/email.py
similarity index 86%
rename from python_boilerplate/message/email.py
rename to src/python_boilerplate/message/email.py
index 4f92e74..3cc4e07 100644
--- a/python_boilerplate/message/email.py
+++ b/src/python_boilerplate/message/email.py
@@ -3,6 +3,7 @@
 from email.mime.image import MIMEImage
 from email.mime.multipart import MIMEMultipart
 from email.mime.text import MIMEText
+from pathlib import Path
 from typing import Any
 
 from loguru import logger
@@ -32,12 +33,8 @@
 
 
 def init_smtp() -> None:
-    """
-    Initializes the email module.
-    """
-    logger.warning(
-        f"Initialized email module and logged in to the email server: {_host}"
-    )
+    """Initializes the email module."""
+    logger.warning(f"Initialized email module and logged in to the email server: {_host}")
 
 
 def build_message(
@@ -67,7 +64,7 @@ def build_message(
     message["To"] = Header(receiver)
     message["Cc"] = Header(_sender)
     message.attach(content)
-    with open(picture_path, "rb") as file:
+    with Path(picture_path).open("rb") as file:
         img_data = file.read()
     img = MIMEImage(img_data)
     img.add_header("Content-ID", render_dict["content_id"])
@@ -76,9 +73,7 @@ def build_message(
 
 
 @debounce(10)
-def send_email(
-    subject: str, template_name: str, render_dict: dict[str, Any], picture_path: str
-) -> None:
+def send_email(subject: str, template_name: str, render_dict: dict[str, Any], picture_path: str) -> None:
     """
     Sends an email with the given subject, template name and render dict.
 
@@ -91,9 +86,7 @@ def send_email(
         logger.warning(_muted_message)
         return
     for receiver in _receivers:
-        message: MIMEMultipart = build_message(
-            subject, receiver, template_name, render_dict, picture_path
-        )
+        message: MIMEMultipart = build_message(subject, receiver, template_name, render_dict, picture_path)
         logger.info(f"Sending email. receiver: {receiver}")
         try:
             _smtp.sendmail(_sender, [receiver], message.as_string())
@@ -105,9 +98,7 @@ def send_email(
 
 
 def cleanup() -> None:
-    """
-    Closes the connection to the email server.
-    """
+    """Closes the connection to the email server."""
     if _email_muted:
         logger.warning(_muted_message)
         return
diff --git a/python_boilerplate/repository/__init__.py b/src/python_boilerplate/repository/__init__.py
similarity index 100%
rename from python_boilerplate/repository/__init__.py
rename to src/python_boilerplate/repository/__init__.py
diff --git a/python_boilerplate/repository/model/__init__.py b/src/python_boilerplate/repository/model/__init__.py
similarity index 100%
rename from python_boilerplate/repository/model/__init__.py
rename to src/python_boilerplate/repository/model/__init__.py
diff --git a/python_boilerplate/repository/model/base_model.py b/src/python_boilerplate/repository/model/base_model.py
similarity index 96%
rename from python_boilerplate/repository/model/base_model.py
rename to src/python_boilerplate/repository/model/base_model.py
index 1a18562..09c36a8 100644
--- a/python_boilerplate/repository/model/base_model.py
+++ b/src/python_boilerplate/repository/model/base_model.py
@@ -10,6 +10,7 @@
 class BaseModel(Model):
     """
     Base model for persistence.
+
     Models and Fields https://docs.peewee-orm.com/en/latest/peewee/models.html#model-inheritance
     Field types table https://docs.peewee-orm.com/en/latest/peewee/models.html#field-types-table
     """
@@ -17,7 +18,7 @@ class BaseModel(Model):
     class Meta:
         """
         Model configuration is kept namespaced in a special class called Meta. This convention is borrowed from Django.
-        Meta configuration is passed on to subclasses, so our project’s models will all subclass BaseModel.
+        Meta configuration is passed on to subclasses, so our project's models will all subclass BaseModel.
         There are many different attributes you can configure using Model.Meta.
 
         Model options and table metadata
diff --git a/python_boilerplate/repository/model/startup_log.py b/src/python_boilerplate/repository/model/startup_log.py
similarity index 90%
rename from python_boilerplate/repository/model/startup_log.py
rename to src/python_boilerplate/repository/model/startup_log.py
index 7fc0e24..041c23b 100644
--- a/python_boilerplate/repository/model/startup_log.py
+++ b/src/python_boilerplate/repository/model/startup_log.py
@@ -11,13 +11,7 @@
 
 @peewee_table
 class StartupLog(BaseModel):
-    """
-    Startup Log
-    """
-
-    current_user = CharField(
-        max_length=50, null=False, default=get_login_user, index=True
-    )
+    current_user = CharField(max_length=50, null=False, default=get_login_user, index=True)
     hostname = CharField(max_length=50, null=False, default=platform.node, index=True)
     command_line = TextField(null=False)
     current_working_directory = TextField(null=False, default=os.getcwd)
diff --git a/python_boilerplate/repository/model/trace_log.py b/src/python_boilerplate/repository/model/trace_log.py
similarity index 85%
rename from python_boilerplate/repository/model/trace_log.py
rename to src/python_boilerplate/repository/model/trace_log.py
index 9477c4a..9cf07de 100644
--- a/python_boilerplate/repository/model/trace_log.py
+++ b/src/python_boilerplate/repository/model/trace_log.py
@@ -10,13 +10,11 @@
 
 @peewee_table
 class TraceLog(BaseModel):
-    # called_by is inspect.stack()[1][3]
+    # called_by is `inspect.stack()[1][3]`
     called_by = CharField(max_length=200, null=False, index=True)
     function_qualified_name = CharField(max_length=200, null=False, index=True)
     function_arguments = TextField(null=True)
-    thread = CharField(
-        max_length=100, null=False, default=threading.current_thread().name, index=True
-    )
+    thread = CharField(max_length=100, null=False, default=threading.current_thread().name, index=True)
     start_time = DateTimeField(null=False, default=datetime.now)
     end_time = DateTimeField(null=True)
 
diff --git a/python_boilerplate/repository/model/video_game.py b/src/python_boilerplate/repository/model/video_game.py
similarity index 100%
rename from python_boilerplate/repository/model/video_game.py
rename to src/python_boilerplate/repository/model/video_game.py
diff --git a/python_boilerplate/repository/startup_log_repository.py b/src/python_boilerplate/repository/startup_log_repository.py
similarity index 91%
rename from python_boilerplate/repository/startup_log_repository.py
rename to src/python_boilerplate/repository/startup_log_repository.py
index 1f01a68..2a4b0df 100644
--- a/python_boilerplate/repository/startup_log_repository.py
+++ b/src/python_boilerplate/repository/startup_log_repository.py
@@ -12,6 +12,7 @@
 def save(startup_log: StartupLog) -> StartupLog:
     """
     Save a new startup log.
+
     :param: a StartupLog needs to save
     :return: a StartupLog object
     """
@@ -30,9 +31,7 @@ def update_latest() -> None:
 
 def retain_startup_log() -> int:
     a_week_ago = arrow.now("local").shift(days=-7).format("YYYY-MM-DD")
-    affected_rows: int = (
-        StartupLog.delete().where(StartupLog.startup_time < a_week_ago).execute()
-    )
+    affected_rows: int = StartupLog.delete().where(StartupLog.startup_time < a_week_ago).execute()
     # the affected_rows is always 1 no matter how many rows were deleted
     logger.debug(
         f"The app [{get_module_name()}] retains recent 7 days of startup log. "
diff --git a/python_boilerplate/repository/trace_log_repository.py b/src/python_boilerplate/repository/trace_log_repository.py
similarity index 85%
rename from python_boilerplate/repository/trace_log_repository.py
rename to src/python_boilerplate/repository/trace_log_repository.py
index 3eb0042..4d08056 100644
--- a/python_boilerplate/repository/trace_log_repository.py
+++ b/src/python_boilerplate/repository/trace_log_repository.py
@@ -12,9 +12,7 @@ def save(trace_log: TraceLog) -> TraceLog:
 
 def retain_trace_log() -> int:
     a_week_ago = arrow.now("local").shift(days=-7).format("YYYY-MM-DD")
-    affected_rows: int = (
-        TraceLog.delete().where(TraceLog.start_time < a_week_ago).execute()
-    )
+    affected_rows: int = TraceLog.delete().where(TraceLog.start_time < a_week_ago).execute()
     # the affected_rows is always 1 no matter how many rows were deleted
     logger.debug(
         f"The app [{get_module_name()}] retains recent 7 days of trace log. "
diff --git a/python_boilerplate/resources/__init__.py.bak b/src/python_boilerplate/resources/__init__.py.bak
similarity index 100%
rename from python_boilerplate/resources/__init__.py.bak
rename to src/python_boilerplate/resources/__init__.py.bak
diff --git a/python_boilerplate/resources/application.conf b/src/python_boilerplate/resources/application.conf
similarity index 100%
rename from python_boilerplate/resources/application.conf
rename to src/python_boilerplate/resources/application.conf
diff --git a/python_boilerplate/resources/html_template/security_warning.html b/src/python_boilerplate/resources/html_template/security_warning.html
similarity index 100%
rename from python_boilerplate/resources/html_template/security_warning.html
rename to src/python_boilerplate/resources/html_template/security_warning.html
diff --git a/python_boilerplate/resources/html_template/template_example.html b/src/python_boilerplate/resources/html_template/template_example.html
similarity index 100%
rename from python_boilerplate/resources/html_template/template_example.html
rename to src/python_boilerplate/resources/html_template/template_example.html
diff --git a/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_SECRET.asc b/src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_SECRET.asc
similarity index 100%
rename from python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_SECRET.asc
rename to src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_SECRET.asc
diff --git a/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_public.asc b/src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_public.asc
similarity index 100%
rename from python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_public.asc
rename to src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Alice_0x3A9AA381_public.asc
diff --git a/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_SECRET.asc b/src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_SECRET.asc
similarity index 100%
rename from python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_SECRET.asc
rename to src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_SECRET.asc
diff --git a/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_public.asc b/src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_public.asc
similarity index 100%
rename from python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_public.asc
rename to src/python_boilerplate/resources/pgp-keys/Johnny Miller's PGP Example - Bob_0xAF34CAD3_public.asc
diff --git a/python_boilerplate/resources/video_games.csv b/src/python_boilerplate/resources/video_games.csv
similarity index 100%
rename from python_boilerplate/resources/video_games.csv
rename to src/python_boilerplate/resources/video_games.csv
diff --git a/python_boilerplate/template/__init__.py b/src/python_boilerplate/template/__init__.py
similarity index 100%
rename from python_boilerplate/template/__init__.py
rename to src/python_boilerplate/template/__init__.py
diff --git a/python_boilerplate/template/html_template.py b/src/python_boilerplate/template/html_template.py
similarity index 100%
rename from python_boilerplate/template/html_template.py
rename to src/python_boilerplate/template/html_template.py
diff --git a/tests/conftest.py b/tests/conftest.py
index 5e41793..764ef1a 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,13 +1,16 @@
+from collections.abc import Generator
 from pathlib import Path
-from typing import Any
+from typing import TYPE_CHECKING, Any
 
 import pytest
-from _pytest.nodes import Node
 from loguru import logger
 from pyinstrument.profiler import Profiler
 
 from python_boilerplate.common.common_function import get_module_name
 
+if TYPE_CHECKING:
+    from _pytest.nodes import Node
+
 PROJECT__ROOT = Path(__file__).parent.parent
 
 
@@ -21,13 +24,12 @@ def pytest_html_report_title(report: Any) -> None:
 
 
 @pytest.fixture(autouse=True)
-def auto_profile(request: Any) -> None:  # type: ignore
+def auto_profile(request: Any) -> Generator[Any, Any, None]:
     """
     Generate an HTML file for each test node in your test suite inside the .profiles directory.
 
     https://pyinstrument.readthedocs.io/en/latest/guide.html#profile-pytest-tests
     """
-
     profile_root = PROJECT__ROOT / "build/.profiles"
     logger.info("Starting to profile Pytest unit tests...")
     # Turn profiling on
@@ -44,6 +46,6 @@ def auto_profile(request: Any) -> None:  # type: ignore
         # If exist_ok=False (the default), FileExistsError is raised if the target directory already exists.
         profile_html_path.mkdir(parents=True, exist_ok=True)
     results_file = profile_html_path / f"{node.name}.html"
-    with open(results_file, "w", encoding="utf-8") as f_html:
+    with results_file.open("w", encoding="utf-8") as f_html:
         f_html.write(profiler.output_html())
         logger.info(f"Generated profile result: [{results_file}]")
diff --git a/tests/__init__.py b/tests/test_python_boilerplate/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to tests/test_python_boilerplate/__init__.py
diff --git a/tests/common/__init__.py b/tests/test_python_boilerplate/common/__init__.py
similarity index 100%
rename from tests/common/__init__.py
rename to tests/test_python_boilerplate/common/__init__.py
diff --git a/tests/common/test_asynchronization.py b/tests/test_python_boilerplate/common/test_asynchronization.py
similarity index 95%
rename from tests/common/test_asynchronization.py
rename to tests/test_python_boilerplate/common/test_asynchronization.py
index d4c7e0a..a455cc9 100644
--- a/tests/common/test_asynchronization.py
+++ b/tests/test_python_boilerplate/common/test_asynchronization.py
@@ -31,9 +31,7 @@ def test_async_function_expected_no_errors() -> None:
 
 
 def test_async_function_pass_kwarg_expected_no_errors() -> None:
-    a_future: Future[str] = an_async_function(
-        param1="argument #1", param2="argument #2"
-    )
+    a_future: Future[str] = an_async_function(param1="argument #1", param2="argument #2")
     assert a_future is not None
     assert type(a_future) is Future
     result = a_future.result()
diff --git a/tests/common/test_common_function.py b/tests/test_python_boilerplate/common/test_common_function.py
similarity index 93%
rename from tests/common/test_common_function.py
rename to tests/test_python_boilerplate/common/test_common_function.py
index 03e0e7d..858504c 100644
--- a/tests/common/test_common_function.py
+++ b/tests/test_python_boilerplate/common/test_common_function.py
@@ -35,9 +35,7 @@ def test_get_login_user(mocker: MockerFixture) -> None:
 def test_get_login_user_when_exception_raised_then_returns_default_user(
     mocker: MockerFixture,
 ) -> None:
-    patch = mocker.patch(
-        "getpass.getuser", side_effect=Exception("Mocked exception: can't get user")
-    )
+    patch = mocker.patch("getpass.getuser", side_effect=Exception("Mocked exception: can't get user"))
     user = get_login_user()
     assert user == "default_user"
     patch.assert_called_once()
diff --git a/tests/common/test_debounce_throttle.py b/tests/test_python_boilerplate/common/test_debounce_throttle.py
similarity index 79%
rename from tests/common/test_debounce_throttle.py
rename to tests/test_python_boilerplate/common/test_debounce_throttle.py
index 3916793..055c88d 100644
--- a/tests/common/test_debounce_throttle.py
+++ b/tests/test_python_boilerplate/common/test_debounce_throttle.py
@@ -1,5 +1,6 @@
 from time import sleep
 
+import pytest
 from loguru import logger
 from pytest_mock import MockFixture
 
@@ -14,9 +15,9 @@
 
 
 def test_debounce(mocker: MockFixture) -> None:
-    import tests
+    import test_python_boilerplate
 
-    spy = mocker.spy(tests.common.test_debounce_throttle, "debounce_function")
+    spy = mocker.spy(test_python_boilerplate.common.test_debounce_throttle, "debounce_function")
     call_count: int = 3
     while call_count > 0:
         debounce_function(call_count)
@@ -37,9 +38,9 @@ def test_debounce(mocker: MockFixture) -> None:
 
 
 def test_throttle(mocker: MockFixture) -> None:
-    import tests
+    import test_python_boilerplate
 
-    spy = mocker.spy(tests.common.test_debounce_throttle, "throttle_function")
+    spy = mocker.spy(test_python_boilerplate.common.test_debounce_throttle, "throttle_function")
     call_count: int = 5
     try:
         while call_count > 0:
@@ -47,7 +48,7 @@ def test_throttle(mocker: MockFixture) -> None:
             call_count -= 1
             sleep(0.1)
     except Exception as ex:
-        assert False, f"Failed to test throttle_function(). {ex}"
+        pytest.fail(f"Failed to test throttle_function(). {ex}")
     spy.assert_called()
     assert times_for_throttle >= 2
     throttled1 = throttle_function2()
@@ -67,9 +68,7 @@ def test_throttle(mocker: MockFixture) -> None:
 def debounce_function(a_int: int) -> None:
     global times_for_debounce
     times_for_debounce += 1
-    logger.warning(
-        f"'debounce_function' was called with {a_int}, times: {times_for_debounce}"
-    )
+    logger.warning(f"'debounce_function' was called with {a_int}, times: {times_for_debounce}")
 
 
 @debounce(wait=1)
@@ -84,9 +83,7 @@ def debounce_function2() -> str:
 def throttle_function(a_int: int) -> None:
     global times_for_throttle
     times_for_throttle += 1
-    logger.warning(
-        f"'throttle_function' was called with {a_int}, times: {times_for_throttle}"
-    )
+    logger.warning(f"'throttle_function' was called with {a_int}, times: {times_for_throttle}")
 
 
 @throttle(limit=0.25)
diff --git a/tests/common/test_profiling.py b/tests/test_python_boilerplate/common/test_profiling.py
similarity index 93%
rename from tests/common/test_profiling.py
rename to tests/test_python_boilerplate/common/test_profiling.py
index 7125557..cccf30e 100644
--- a/tests/common/test_profiling.py
+++ b/tests/test_python_boilerplate/common/test_profiling.py
@@ -38,7 +38,7 @@ def test_elapsed_time() -> None:
     try:
         result: str = time_consuming_function()
     except Exception as ex:
-        assert False, f"`time_consuming_function()` raised an exception {ex}"
+        pytest.fail(f"`time_consuming_function()` raised an exception {ex}")
     assert result is not None
     assert result == "done execution"
 
@@ -51,9 +51,7 @@ def test_time_consuming_function_raising_error() -> None:
 
 
 @pytest.mark.asyncio
-async def test_async_time_consuming_function_when_input_doesnt_contain_exception() -> (
-    None
-):
+async def test_async_time_consuming_function_when_input_doesnt_contain_exception() -> None:
     result: str = await async_time_consuming_function("Hello, World!")
     assert result is not None
     assert result == "Done with Hello, World!"
diff --git a/tests/configuration/__init__.py b/tests/test_python_boilerplate/configuration/__init__.py
similarity index 100%
rename from tests/configuration/__init__.py
rename to tests/test_python_boilerplate/configuration/__init__.py
diff --git a/tests/configuration/test_application_configuration.py b/tests/test_python_boilerplate/configuration/test_application_configuration.py
similarity index 69%
rename from tests/configuration/test_application_configuration.py
rename to tests/test_python_boilerplate/configuration/test_application_configuration.py
index 95e3288..bf46f19 100644
--- a/tests/configuration/test_application_configuration.py
+++ b/tests/test_python_boilerplate/configuration/test_application_configuration.py
@@ -1,3 +1,5 @@
+import pytest
+
 from python_boilerplate.configuration.application_configuration import configure
 
 
@@ -5,4 +7,4 @@ def test_configure() -> None:
     try:
         configure()
     except Exception as ex:
-        assert False, f"{configure} raised an exception {ex}"
+        pytest.fail(f"{configure} raised an exception {ex}")
diff --git a/tests/configuration/test_apscheduler_configuration.py b/tests/test_python_boilerplate/configuration/test_apscheduler_configuration.py
similarity index 73%
rename from tests/configuration/test_apscheduler_configuration.py
rename to tests/test_python_boilerplate/configuration/test_apscheduler_configuration.py
index 7c622e6..8aaec06 100644
--- a/tests/configuration/test_apscheduler_configuration.py
+++ b/tests/test_python_boilerplate/configuration/test_apscheduler_configuration.py
@@ -1,5 +1,6 @@
 from time import sleep
 
+import pytest
 from apscheduler.triggers.cron import CronTrigger
 from loguru import logger
 from pytest_mock import MockerFixture, MockFixture
@@ -15,7 +16,7 @@ def test_configure() -> None:
     try:
         configure()
     except Exception as ex:
-        assert False, f"{configure} raised an exception {ex}"
+        pytest.fail(f"{configure} raised an exception {ex}")
 
 
 @scheduler.scheduled_job(trigger=CronTrigger.from_crontab("* * * * *"))
@@ -30,22 +31,22 @@ def timed_job_with_args(a_int: int, a_string: str) -> None:
 def test_scheduler_when_adding_in_interval_job(mocker: MockFixture) -> None:
     if not scheduler.running:
         scheduler.start()
-    import tests
+    import test_python_boilerplate
 
     timed_job_spy = mocker.spy(
-        tests.configuration.test_apscheduler_configuration, "timed_job"
+        test_python_boilerplate.configuration.test_apscheduler_configuration,
+        "timed_job"
     )
     timed_job_with_args_spy = mocker.spy(
-        tests.configuration.test_apscheduler_configuration, "timed_job_with_args"
+        test_python_boilerplate.configuration.test_apscheduler_configuration,
+        "timed_job_with_args"
     )
     try:
         scheduler.add_job(func=timed_job, trigger="interval", seconds=1)
-        scheduler.add_job(
-            func=timed_job_with_args, trigger="interval", seconds=1, args=(200, "OK")
-        )
+        scheduler.add_job(func=timed_job_with_args, trigger="interval", seconds=1, args=(200, "OK"))
         sleep(5)
     except Exception as ex:
-        assert False, f"{scheduler} raised an exception. {ex}"
+        pytest.fail(f"{scheduler} raised an exception. {ex}")
     assert timed_job_spy.call_count <= 5
     assert timed_job_with_args_spy.call_count <= 5
 
diff --git a/tests/configuration/test_loguru_configuration.py b/tests/test_python_boilerplate/configuration/test_loguru_configuration.py
similarity index 66%
rename from tests/configuration/test_loguru_configuration.py
rename to tests/test_python_boilerplate/configuration/test_loguru_configuration.py
index 6b38c79..1329df5 100644
--- a/tests/configuration/test_loguru_configuration.py
+++ b/tests/test_python_boilerplate/configuration/test_loguru_configuration.py
@@ -1,5 +1,6 @@
 from pathlib import Path
 
+import pytest
 from loguru import logger
 from pytest_mock import MockerFixture
 
@@ -13,7 +14,7 @@ def test_configure() -> None:
     try:
         configure()
     except Exception as ex:
-        assert False, f"{configure} raised an exception {ex}"
+        pytest.fail(f"{configure} raised an exception {ex}")
 
 
 def test_log_exception() -> None:
@@ -25,13 +26,7 @@ def test_log_exception() -> None:
 
 
 def test_retain_log_files(mocker: MockerFixture) -> None:
-    path_list = [
-        Path(
-            "python_boilerplate.johnnys-macbook-pro-2017.local.2023-05-01_08-42-03_086829.log"
-        )
-    ]
-    patch = mocker.patch(
-        "pathlib.Path.glob", return_value=(element for element in path_list)
-    )
+    path_list = [Path("python_boilerplate.johnnys-macbook-pro-2017.local.2023-05-01_08-42-03_086829.log")]
+    patch = mocker.patch("pathlib.Path.glob", return_value=(element for element in path_list))
     retain_log_files()
     patch.assert_called()
diff --git a/tests/configuration/test_peewee_configuration.py b/tests/test_python_boilerplate/configuration/test_peewee_configuration.py
similarity index 68%
rename from tests/configuration/test_peewee_configuration.py
rename to tests/test_python_boilerplate/configuration/test_peewee_configuration.py
index f25ac69..254965d 100644
--- a/tests/configuration/test_peewee_configuration.py
+++ b/tests/test_python_boilerplate/configuration/test_peewee_configuration.py
@@ -1,3 +1,5 @@
+import pytest
+
 from python_boilerplate.configuration.peewee_configuration import configure
 
 
@@ -5,4 +7,4 @@ def test_configure() -> None:
     try:
         configure()
     except Exception as ex:
-        assert False, f"{configure} raised an exception {ex}"
+        pytest.fail(f"{configure} raised an exception {ex}")
diff --git a/tests/configuration/test_thread_pool_configuration.py b/tests/test_python_boilerplate/configuration/test_thread_pool_configuration.py
similarity index 84%
rename from tests/configuration/test_thread_pool_configuration.py
rename to tests/test_python_boilerplate/configuration/test_thread_pool_configuration.py
index 35cce8b..171e6ff 100644
--- a/tests/configuration/test_thread_pool_configuration.py
+++ b/tests/test_python_boilerplate/configuration/test_thread_pool_configuration.py
@@ -1,3 +1,4 @@
+import pytest
 from pytest_mock import MockerFixture
 
 from python_boilerplate.common.asynchronization import done_callback
@@ -12,14 +13,14 @@ def test_configure() -> None:
     try:
         configure()
     except Exception as ex:
-        assert False, f"{configure} raised an exception {ex}"
+        pytest.fail(f"{configure} raised an exception {ex}")
 
 
 def test_executor_when_future_raising_exception() -> None:
     try:
         executor.submit(lambda x, y: x / y, 1, 0).add_done_callback(done_callback)
     except Exception as ex:
-        assert False, f"{executor} raised an exception. {ex}"
+        pytest.fail(f"{executor} raised an exception. {ex}")
 
 
 def test_cleanup(mocker: MockerFixture) -> None:
diff --git a/tests/demo/__init__.py b/tests/test_python_boilerplate/demo/__init__.py
similarity index 100%
rename from tests/demo/__init__.py
rename to tests/test_python_boilerplate/demo/__init__.py
diff --git a/tests/demo/test_arrow_usage.py b/tests/test_python_boilerplate/demo/test_arrow_usage.py
similarity index 100%
rename from tests/demo/test_arrow_usage.py
rename to tests/test_python_boilerplate/demo/test_arrow_usage.py
diff --git a/tests/demo/test_async_usage.py b/tests/test_python_boilerplate/demo/test_async_usage.py
similarity index 80%
rename from tests/demo/test_async_usage.py
rename to tests/test_python_boilerplate/demo/test_async_usage.py
index 0d6270d..0ce619c 100644
--- a/tests/demo/test_async_usage.py
+++ b/tests/test_python_boilerplate/demo/test_async_usage.py
@@ -1,5 +1,6 @@
 import asyncio
-from typing import Any, Coroutine
+from collections.abc import Coroutine
+from typing import Any
 
 import pytest
 from loguru import logger
@@ -36,7 +37,7 @@ async def test_coroutine2() -> None:
 
 @pytest.mark.asyncio
 async def test_coroutine3() -> None:
-    with pytest.raises(ValueError) as exc_info:
+    with pytest.raises(ValueError, match="Something went wrong") as exc_info:
         await coroutine3()
     assert exc_info is not None
     assert exc_info.value is not None
@@ -51,9 +52,7 @@ async def test_non_coroutine() -> None:
     assert exc_info is not None
     assert exc_info.value is not None
     assert type(exc_info.value) is TypeError
-    logger.info(
-        f"Non-async function `non_coroutine()` raised exception: {exc_info.value}"
-    )
+    logger.info(f"Non-async function `non_coroutine()` raised exception: {exc_info.value}")
 
 
 @pytest.mark.asyncio
@@ -74,19 +73,13 @@ async def test_running_coroutine1_and_coroutine2_concurrently() -> None:
     assert len(gathered_results) == 2
     assert type(gathered_results[0]) is int
     assert type(gathered_results[1]) is str
-    logger.info(
-        f"Type of `gathered_results`: {type(gathered_results)}, {gathered_results}"
-    )
+    logger.info(f"Type of `gathered_results`: {type(gathered_results)}, {gathered_results}")
 
 
 @pytest.mark.asyncio
 async def test_running_coroutine1_2_3_concurrently() -> None:
-    gathered_results = await asyncio.gather(
-        *[coroutine1(), coroutine2(), coroutine3()], return_exceptions=True
-    )
-    logger.info(
-        f"Type of `gathered_results`: {type(gathered_results)}, {gathered_results}"
-    )
+    gathered_results = await asyncio.gather(*[coroutine1(), coroutine2(), coroutine3()], return_exceptions=True)
+    logger.info(f"Type of `gathered_results`: {type(gathered_results)}, {gathered_results}")
     assert len(gathered_results) == 3
     assert type(gathered_results[0]) is int
     assert type(gathered_results[1]) is str
@@ -98,4 +91,4 @@ async def test_main() -> None:
     try:
         await main()
     except Exception as e:
-        assert False, f"Unexpected exception: {e}"
+        pytest.fail(f"Unexpected exception: {e}")
diff --git a/tests/demo/test_multithread_and_thread_pool_usage.py b/tests/test_python_boilerplate/demo/test_multithread_and_thread_pool_usage.py
similarity index 100%
rename from tests/demo/test_multithread_and_thread_pool_usage.py
rename to tests/test_python_boilerplate/demo/test_multithread_and_thread_pool_usage.py
diff --git a/tests/demo/test_pandas_usage.py b/tests/test_python_boilerplate/demo/test_pandas_usage.py
similarity index 91%
rename from tests/demo/test_pandas_usage.py
rename to tests/test_python_boilerplate/demo/test_pandas_usage.py
index df0aa76..bec7309 100644
--- a/tests/demo/test_pandas_usage.py
+++ b/tests/test_python_boilerplate/demo/test_pandas_usage.py
@@ -1,9 +1,10 @@
+from collections.abc import Hashable, Iterable
 from pathlib import Path
-from typing import Hashable, Iterable
+from typing import TYPE_CHECKING
 
 import numpy as np
+import pytest
 from loguru import logger
-from pandas import DataFrame, DatetimeIndex, Series
 
 from python_boilerplate.common.profiling import cpu_profile, elapsed_time, mem_profile
 from python_boilerplate.demo.pandas_usage import (
@@ -15,6 +16,9 @@
     video_games,
 )
 
+if TYPE_CHECKING:
+    from pandas import DataFrame, DatetimeIndex, Series
+
 # https://pandas.pydata.org/pandas-docs/stable/user_guide/10min.html#minutes-to-pandas
 
 
@@ -82,4 +86,4 @@ def test_data_generation() -> None:
     try:
         data_generation()
     except Exception as ex:
-        assert False, f"{data_generation} raised an exception {ex}"
+        pytest.fail(f"{data_generation} raised an exception {ex}")
diff --git a/tests/demo/test_pgp_usage.py b/tests/test_python_boilerplate/demo/test_pgp_usage.py
similarity index 91%
rename from tests/demo/test_pgp_usage.py
rename to tests/test_python_boilerplate/demo/test_pgp_usage.py
index e8a88f1..27f9184 100644
--- a/tests/demo/test_pgp_usage.py
+++ b/tests/test_python_boilerplate/demo/test_pgp_usage.py
@@ -26,10 +26,10 @@ def test_when_alice_sends_message_to_bob() -> None:
     # the bitwise OR operator "|" is used to add a signature to a PGPMessage.
     signature |= alice_secret_key.sign(signature, hash=HashAlgorithm.SHA512)
     assert signature is not None
-    logger.info(f'The signature for "{plaintext}" is:\n{str(signature)}')
+    logger.info(f'The signature for "{plaintext}" is:\n{signature!s}')
     encrypted = bob_public_key.encrypt(signature)
     assert encrypted is not None
-    logger.info(f"The signed encrypted is:\n{str(encrypted)}")
+    logger.info(f"The signed encrypted is:\n{encrypted!s}")
 
     decrypted = bob_secret_key.decrypt(encrypted)
     assert decrypted is not None
@@ -52,10 +52,10 @@ def test_when_bob_sends_message_to_alice() -> None:
     # the bitwise OR operator "|" is used to add a signature to a PGPMessage.
     signature |= bob_secret_key.sign(signature, hash=HashAlgorithm.SHA512)
     assert signature is not None
-    logger.info(f'The signature for "{plaintext}" is:\n{str(signature)}')
+    logger.info(f'The signature for "{plaintext}" is:\n{signature!s}')
     encrypted = alice_public_key.encrypt(signature)
     assert encrypted is not None
-    logger.info(f"The signed encrypted is:\n{str(encrypted)}")
+    logger.info(f"The signed encrypted is:\n{encrypted!s}")
 
     decrypted = alice_secret_key.decrypt(encrypted)
     assert decrypted is not None
@@ -113,6 +113,4 @@ def test_pgp_benchmark(benchmark: BenchmarkFixture) -> None:
 
 
 def test_pgp_benchmark2(benchmark: BenchmarkFixture) -> None:
-    benchmark.pedantic(
-        test_load_armor_ciphertext_and_then_verify, rounds=5, iterations=5
-    )
+    benchmark.pedantic(test_load_armor_ciphertext_and_then_verify, rounds=5, iterations=5)
diff --git a/tests/demo/test_pydantic_usage.py b/tests/test_python_boilerplate/demo/test_pydantic_usage.py
similarity index 83%
rename from tests/demo/test_pydantic_usage.py
rename to tests/test_python_boilerplate/demo/test_pydantic_usage.py
index e2dea17..99f5c36 100644
--- a/tests/demo/test_pydantic_usage.py
+++ b/tests/test_python_boilerplate/demo/test_pydantic_usage.py
@@ -21,18 +21,13 @@ def test_deserialize_user_from_dict() -> None:
     assert len(user_json_excluded_none) < len(user_json_included_none)
     assert "signup_ts" not in user_json_excluded_none
     assert "signup_ts" in user_json_included_none
-    logger.info(
-        f"User (excluded none): {user_json_excluded_none}, user (includes none): {user_json_included_none}"
-    )
+    logger.info(f"User (excluded none): {user_json_excluded_none}, user (includes none): {user_json_included_none}")
 
 
-def test_deserialize_user_from_dict_when_id_is_abc_then_raise_validation_error() -> (
-    None
-):
+def test_deserialize_user_from_dict_when_id_is_abc_then_raise_validation_error() -> None:
     user_dict: dict[str, Any] = {"id": "abc", "name": "James"}
-    with pytest.raises(ValidationError) as exc_info:
-        validated: User = User.model_validate(user_dict)
-        logger.info(f"Validated user: {validated}")
+    with pytest.raises(ValidationError, match="abc") as exc_info:
+        User.model_validate(user_dict)
     assert exc_info.type == ValidationError
     logger.info(f"Exception raised during validation. {exc_info.value}")
 
@@ -46,9 +41,7 @@ def test_deserialize_user_from_json() -> None:
 
 
 def test_deserialize_user_from_json_when_signup_ts_is_provided() -> None:
-    user: User = User.model_validate_json(
-        '{"id": 123, "name": "James", "signup_ts": "2023-01-01 00:00:00"}'
-    )
+    user: User = User.model_validate_json('{"id": 123, "name": "James", "signup_ts": "2023-01-01 00:00:00"}')
     assert user is not None
     assert user.id == 123
     assert user.name == "James"
diff --git a/tests/demo/test_python_dependency_size.py b/tests/test_python_boilerplate/demo/test_python_dependency_size.py
similarity index 72%
rename from tests/demo/test_python_dependency_size.py
rename to tests/test_python_boilerplate/demo/test_python_dependency_size.py
index 472b91a..939bd68 100644
--- a/tests/demo/test_python_dependency_size.py
+++ b/tests/test_python_boilerplate/demo/test_python_dependency_size.py
@@ -1,3 +1,5 @@
+import pytest
+
 from python_boilerplate.demo.python_dependency_size import list_python_dependencies
 
 
@@ -5,4 +7,4 @@ def test_list_python_dependencies() -> None:
     try:
         list_python_dependencies()
     except Exception as e:
-        assert False, f"Failed to test throttle_function(). {e}"
+        pytest.fail(f"Failed to test throttle_function(). {e}")
diff --git a/tests/demo/test_strategy_design_pattern_usage.py b/tests/test_python_boilerplate/demo/test_strategy_design_pattern_usage.py
similarity index 87%
rename from tests/demo/test_strategy_design_pattern_usage.py
rename to tests/test_python_boilerplate/demo/test_strategy_design_pattern_usage.py
index 77b0d0d..ebe5e36 100644
--- a/tests/demo/test_strategy_design_pattern_usage.py
+++ b/tests/test_python_boilerplate/demo/test_strategy_design_pattern_usage.py
@@ -16,7 +16,7 @@ def test_strategies_when_matches() -> None:
 
 
 def test_strategies_when_not_matches() -> None:
-    with pytest.raises(ValueError) as exc_info:
+    with pytest.raises(ValueError, match="No supported strategies found") as exc_info:
         BaseStrategy.iter_execute("Data that doesn't match strategy")
     assert exc_info is not None
     logger.warning(f"Expected exception: {exc_info.value}")
@@ -39,9 +39,9 @@ def test_call_twice_init() -> None:
     try:
         BaseStrategy.init()
         BaseStrategy.init()
-        strategies = BaseStrategy._strategies
+        strategies = BaseStrategy.strategies()
         assert strategies is not None
         assert len(strategies) == 2
         logger.info(f"Strategies: {strategies}")
     except Exception as e:
-        assert False, f"Unexpected exception raised: {e}"
+        pytest.fail(f"Unexpected exception raised: {e}")
diff --git a/tests/demo/test_tenacity_usage.py b/tests/test_python_boilerplate/demo/test_tenacity_usage.py
similarity index 100%
rename from tests/demo/test_tenacity_usage.py
rename to tests/test_python_boilerplate/demo/test_tenacity_usage.py
diff --git a/tests/message/__init__.py b/tests/test_python_boilerplate/message/__init__.py
similarity index 100%
rename from tests/message/__init__.py
rename to tests/test_python_boilerplate/message/__init__.py
diff --git a/tests/message/test_email.py b/tests/test_python_boilerplate/message/test_email.py
similarity index 63%
rename from tests/message/test_email.py
rename to tests/test_python_boilerplate/message/test_email.py
index d8d1d67..e2490a9 100644
--- a/tests/message/test_email.py
+++ b/tests/test_python_boilerplate/message/test_email.py
@@ -1,3 +1,5 @@
+import pytest
+
 from python_boilerplate.message.email import cleanup, init_smtp
 
 
@@ -5,11 +7,11 @@ def test_init() -> None:
     try:
         init_smtp()
     except Exception as ex:
-        assert False, f"{init_smtp} raised an exception {ex}"
+        pytest.fail(f"{init_smtp} raised an exception {ex}")
 
 
 def test_cleanup() -> None:
     try:
         cleanup()
     except Exception as ex:
-        assert False, f"{cleanup} raised an exception {ex}"
+        pytest.fail(f"{cleanup} raised an exception {ex}")
diff --git a/tests/repository/__init__.py b/tests/test_python_boilerplate/repository/__init__.py
similarity index 100%
rename from tests/repository/__init__.py
rename to tests/test_python_boilerplate/repository/__init__.py
diff --git a/tests/repository/test_startup_log_repository.py b/tests/test_python_boilerplate/repository/test_startup_log_repository.py
similarity index 85%
rename from tests/repository/test_startup_log_repository.py
rename to tests/test_python_boilerplate/repository/test_startup_log_repository.py
index 9a2ecbd..eb56960 100644
--- a/tests/repository/test_startup_log_repository.py
+++ b/tests/test_python_boilerplate/repository/test_startup_log_repository.py
@@ -1,5 +1,6 @@
 import sys
 
+import pytest
 from loguru import logger
 
 from python_boilerplate.repository.model.startup_log import StartupLog
@@ -14,7 +15,7 @@ def test_save() -> None:
     try:
         saved_startup_log = save(StartupLog(command_line=" ".join(sys.argv)))
     except Exception as ex:
-        assert False, f"{save} raised an exception {ex}"
+        pytest.fail(f"{save} raised an exception {ex}")
     assert saved_startup_log is not None
     assert saved_startup_log.get_id() > 0
     logger.info(f"Saved startup log, id: {saved_startup_log.get_id()}")
@@ -31,4 +32,4 @@ def test_retain_startup_log() -> None:
     try:
         retain_startup_log()
     except Exception as ex:
-        assert False, f"{retain_startup_log} raised an exception {ex}"
+        pytest.fail(f"{retain_startup_log} raised an exception {ex}")
diff --git a/tests/repository/test_trace_log_repository.py b/tests/test_python_boilerplate/repository/test_trace_log_repository.py
similarity index 84%
rename from tests/repository/test_trace_log_repository.py
rename to tests/test_python_boilerplate/repository/test_trace_log_repository.py
index cd8df51..62f5c6b 100644
--- a/tests/repository/test_trace_log_repository.py
+++ b/tests/test_python_boilerplate/repository/test_trace_log_repository.py
@@ -1,3 +1,4 @@
+import pytest
 from loguru import logger
 
 from python_boilerplate.repository.model.trace_log import TraceLog
@@ -14,7 +15,7 @@ def test_save() -> None:
             )
         )
     except Exception as ex:
-        assert False, f"{save} raised an exception {ex}"
+        pytest.fail(f"{save} raised an exception {ex}")
     assert saved is not None
     assert saved.get_id() is not None
     assert saved.get_id() > 0
@@ -25,4 +26,4 @@ def test_retain_trace_log() -> None:
     try:
         retain_trace_log()
     except Exception as ex:
-        assert False, f"{retain_trace_log} raised an exception {ex}"
+        pytest.fail(f"{retain_trace_log} raised an exception {ex}")
diff --git a/tests/template/__init__.py b/tests/test_python_boilerplate/template/__init__.py
similarity index 100%
rename from tests/template/__init__.py
rename to tests/test_python_boilerplate/template/__init__.py
diff --git a/tests/template/test_html_template.py b/tests/test_python_boilerplate/template/test_html_template.py
similarity index 95%
rename from tests/template/test_html_template.py
rename to tests/test_python_boilerplate/template/test_html_template.py
index 3164591..96048e0 100644
--- a/tests/template/test_html_template.py
+++ b/tests/test_python_boilerplate/template/test_html_template.py
@@ -1,6 +1,7 @@
 from datetime import datetime
 from typing import Any
 
+import pytest
 from loguru import logger
 from pytest_benchmark.fixture import BenchmarkFixture
 
@@ -11,7 +12,7 @@ def test_render_template_when_the_template_exists_then_no_raised_exception() ->
     try:
         rendered = render_template_with_parameters()
     except Exception as ex:
-        assert False, f"Could not render template. {ex}"
+        pytest.fail(f"Could not render template. {ex}")
     assert rendered is not None
     assert len(rendered) > 0
     assert "Basketball" in rendered
diff --git a/tweets/2023-03/4.0.1-release.tweet b/tweets/2023-03/4.0.1-release.tweet
deleted file mode 100644
index 4c89f9c..0000000
--- a/tweets/2023-03/4.0.1-release.tweet
+++ /dev/null
@@ -1,3 +0,0 @@
-I just released python_boilerplate version 4.0.1
-
-https://github.com/johnnymillergh/python_boilerplate/releases/tag/4.0.1
diff --git a/tweets/README.md b/tweets/README.md
deleted file mode 100644
index a66deef..0000000
--- a/tweets/README.md
+++ /dev/null
@@ -1,37 +0,0 @@
-# The tweets/ folder
-
-To create a new tweet create a new `*.tweet` file in this `tweets/` folder.
-
-<kbd>[Create new tweet](../../../new/master/?filename=tweets/<your-path>.tweet)</kbd>
-
-## Example
-
-Create a new file `tweets/hello-world.tweet` with the content
-
-> Hello, world!
-
-You can use subfolders, e.g. `tweets/2019-02/hello-world.tweet`, as long as the file is in the `tweets/` folder and has the `.tweet` file extension
-
-## Create a tweet with a twitter poll
-
-**Note**: The configured twitter account needs to be authorized to use Twitters Ads API in order to send tweets including a poll.
-
-A tweet including a poll must end with 2-4 options in the following format
-
-> Here is some text
->
-> ( ) option A  
-> ( ) option B  
-> ( ) option C  
-> ( ) option D
-
-## Notes
-
-- Only newly created files are handled, deletions, updates or renames are ignored.
-- `*.tweet` files will not be created for tweets you send out directly from twitter.com
-- If you need to rename an existing tweet file, please do so locally using [`git mv old_filename new_filename`](https://help.github.com/en/articles/renaming-a-file-using-the-command-line), otherwise it may occur as deleted and added which would trigger a new tweet.
-- your message must fit into a single tweet
-
-## Questions?
-
-If you have any further questions or suggestions, please create an issue at https://github.com/gr2m/twitter-together/issues/new