diff --git a/.dockerignore b/.dockerignore
index 4bca540..cdf1b5f 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,5 +1,6 @@
 .docker
 .git/
+/.venv/
 /venv/
 /.idea/
 **/__pycache__/
diff --git a/.gitignore b/.gitignore
index 8fb63e5..2603dc3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,8 @@
+.venv/*
 venv/*
 .idea/*
 __pycache__
 *.egg-info/*
 .coverage
 .pytest_cache/
+build/
diff --git a/.tekton/github-mirror-master-pull-request.yaml b/.tekton/github-mirror-master-pull-request.yaml
index c3985d5..18dc659 100644
--- a/.tekton/github-mirror-master-pull-request.yaml
+++ b/.tekton/github-mirror-master-pull-request.yaml
@@ -30,6 +30,8 @@ spec:
     value: Dockerfile
   - name: path-context
     value: .
+  - name: target-stage
+    value: test
   pipelineRef:
     resolver: git
     params:
diff --git a/.tekton/github-mirror-master-push.yaml b/.tekton/github-mirror-master-push.yaml
index ee48009..f27e5bc 100644
--- a/.tekton/github-mirror-master-push.yaml
+++ b/.tekton/github-mirror-master-push.yaml
@@ -27,6 +27,8 @@ spec:
     value: Dockerfile
   - name: path-context
     value: .
+  - name: target-stage
+    value: prod
   pipelineRef:
     resolver: git
     params:
diff --git a/Dockerfile b/Dockerfile
index aa75170..116a0c3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,28 +1,33 @@
-FROM        registry.access.redhat.com/ubi9/python-311:1-77@sha256:3231676407c7e727cfbd853137cfaab2f891410762268fbebe4ea9f27d8f568b as builder
+FROM        registry.access.redhat.com/ubi9/python-311:1-77@sha256:3231676407c7e727cfbd853137cfaab2f891410762268fbebe4ea9f27d8f568b AS builder
+COPY        --from=ghcr.io/astral-sh/uv:0.5.5@sha256:dc60491f42c9c7228fe2463f551af49a619ebcc9cbd10a470ced7ada63aa25d4 /uv /bin/uv
 WORKDIR     /ghmirror
-RUN         python3 -m venv venv
-ENV         VIRTUAL_ENV=/ghmirror/venv
-ENV         PATH="$VIRTUAL_ENV/bin:$PATH"
-COPY        --chown=1001:0 setup.py VERSION ./
-RUN         pip install .
-
-FROM        builder as test
-COPY        --chown=1001:0 requirements-check.txt ./
-RUN         pip install -r requirements-check.txt
-COPY        --chown=1001:0 . ./
-ENTRYPOINT  ["make"]
-CMD         ["check"]
+COPY        --chown=1001:0 pyproject.toml uv.lock ./
+RUN         uv lock --locked
+COPY        --chown=1001:0 ghmirror ./ghmirror
+RUN         uv sync --frozen --no-cache --compile-bytecode --no-group dev --python /usr/bin/python3.11
 
-FROM        registry.access.redhat.com/ubi9/ubi-minimal:9.4-1227@sha256:f182b500ff167918ca1010595311cf162464f3aa1cab755383d38be61b4d30aa
+FROM        registry.access.redhat.com/ubi9/ubi-minimal:9.4-1227@sha256:f182b500ff167918ca1010595311cf162464f3aa1cab755383d38be61b4d30aa AS prod
 RUN         microdnf upgrade -y && \
             microdnf install -y python3.11 && \
             microdnf clean all
 COPY        LICENSE /licenses/LICENSE
-USER        1001
 WORKDIR     /ghmirror
-ENV         VIRTUAL_ENV=/ghmirror/venv
+RUN         chown -R 1001:0 /ghmirror
+USER        1001
+ENV         VIRTUAL_ENV=/ghmirror/.venv
 ENV         PATH="$VIRTUAL_ENV/bin:$PATH"
-COPY        --from=builder $VIRTUAL_ENV $VIRTUAL_ENV
-COPY        --chown=1001:0 . ./
+COPY        --from=builder /ghmirror /ghmirror
 ENTRYPOINT  ["gunicorn", "ghmirror.app:APP"]
 CMD         ["--workers", "1", "--threads",  "8", "--bind", "0.0.0.0:8080"]
+
+FROM        prod AS test
+COPY        --from=ghcr.io/astral-sh/uv:0.5.5@sha256:dc60491f42c9c7228fe2463f551af49a619ebcc9cbd10a470ced7ada63aa25d4 /uv /bin/uv
+USER        root
+RUN         microdnf install -y make
+USER        1001
+COPY        --chown=1001:0 Makefile ./
+COPY        --chown=1001:0 tests ./tests
+ENV         UV_NO_CACHE=true
+RUN         uv sync --frozen
+RUN         make check
+
diff --git a/Makefile b/Makefile
index 9f85384..522df12 100644
--- a/Makefile
+++ b/Makefile
@@ -1,16 +1,11 @@
-develop:
-	pip install --editable .
-	pip install -r requirements-check.txt
-
-
 check:
-	ruff check --no-fix
-	ruff format --check
-	python3 -m pytest -v --forked --cov=ghmirror --cov-report=term-missing tests/
+	uv run ruff check --no-fix
+	uv run ruff format --check
+	uv run pytest -v --forked --cov=ghmirror --cov-report=term-missing tests/
 
 accept:
 	python3 acceptance/test_basic.py
 
 format:
-	ruff check
-	ruff format
+	uv run ruff check
+	uv run ruff format
diff --git a/VERSION b/VERSION
deleted file mode 100644
index 6e8bf73..0000000
--- a/VERSION
+++ /dev/null
@@ -1 +0,0 @@
-0.1.0
diff --git a/acceptance/__init__.py b/acceptance/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/acceptance/test_basic.py b/acceptance/test_basic.py
index e183081..f1aeed5 100644
--- a/acceptance/test_basic.py
+++ b/acceptance/test_basic.py
@@ -12,7 +12,7 @@ def test_get_repo(path, code, cache):
     url = f"{GITHUB_MIRROR_URL}{path}"
     headers = {"Authorization": f"token {CLIENT_TOKEN}"}
 
-    response = requests.get(url, headers=headers)
+    response = requests.get(url, headers=headers, timeout=60)
 
     assert response.status_code == code
     if cache is not None:
diff --git a/ghmirror/app/__init__.py b/ghmirror/app/__init__.py
index d8f9e35..ae8398e 100644
--- a/ghmirror/app/__init__.py
+++ b/ghmirror/app/__init__.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-The GitHub Mirror endpoints
-"""
+"""The GitHub Mirror endpoints"""
 
 import logging
 import os
@@ -37,12 +35,10 @@
 
 
 def error_handler(exception):
-    """
-    Used when an exception happens in the flask app.
-    """
+    """Used when an exception happens in the flask app."""
     return (
         flask.jsonify(
-            message=f"Error reaching {GH_API}: {str(exception.__class__.__name__)}"
+            message=f"Error reaching {GH_API}: {exception.__class__.__name__!s}"
         ),
         502,
     )
@@ -54,17 +50,13 @@ def error_handler(exception):
 
 @APP.route("/healthz", methods=["GET"])
 def healthz():
-    """
-    Health check endpoint for Kubernetes.
-    """
+    """Health check endpoint for Kubernetes."""
     return flask.Response("OK")
 
 
 @APP.route("/metrics", methods=["GET"])
 def metrics():
-    """
-    Prometheus metrics endpoint.
-    """
+    """Prometheus metrics endpoint."""
     headers = {"Content-type": "text/plain"}
 
     stats_cache = StatsCache()
@@ -80,9 +72,7 @@ def metrics():
 @APP.route("/<path:path>", methods=["GET", "POST", "PUT", "PATCH", "DELETE"])
 @check_user
 def ghmirror(path):
-    """
-    Default endpoint, matching any url without a specific endpoint.
-    """
+    """Default endpoint, matching any url without a specific endpoint."""
     url = f"{GH_API}/{path}"
 
     if flask.request.args:
@@ -111,4 +101,8 @@ def ghmirror(path):
 
 
 if __name__ == "__main__":  # pragma: no cover
-    APP.run(host="127.0.0.1", debug=True, port="8080")
+    APP.run(
+        host="127.0.0.1",
+        debug=bool(os.environ.get("GITHUB_MIRROR_DEBUG", "1")),
+        port=8080,
+    )
diff --git a/ghmirror/core/constants.py b/ghmirror/core/constants.py
index 8504df7..1624c2f 100644
--- a/ghmirror/core/constants.py
+++ b/ghmirror/core/constants.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-System constants.
-"""
+"""System constants."""
 
 GH_API = "https://api.github.com"
 GH_STATUS_API = "https://www.githubstatus.com/api/v2/components.json"
diff --git a/ghmirror/core/mirror_requests.py b/ghmirror/core/mirror_requests.py
index a5edfc6..997c774 100644
--- a/ghmirror/core/mirror_requests.py
+++ b/ghmirror/core/mirror_requests.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-Implements conditional requests
-"""
+"""Implements conditional requests"""
 
 # ruff: noqa: PLR2004
 import hashlib
@@ -35,10 +33,7 @@
 
 
 def _get_elements_per_page(url_params):
-    """
-    Get 'per_page' parameter if present in URL or
-    return None if not present
-    """
+    """Get 'per_page' parameter if present in URL or return None if not present"""
     if url_params is not None:
         per_page = url_params.get("per_page")
         if per_page is not None:
@@ -48,10 +43,10 @@ def _get_elements_per_page(url_params):
 
 
 def _cache_response(resp, cache, cache_key):
-    """
-    Implements the logic to decide whether or not
-    whe should cache a request acording to the headers
-    and content
+    """Cache response if it makes sense
+
+    Implements the logic to decide whether or not whe should cache a request acording
+    to the headers and content
     """
     # Caching only makes sense when at least one
     # of those headers is present
@@ -65,10 +60,7 @@ def _cache_response(resp, cache, cache_key):
 def _online_request(
     session, method, url, cached_response, headers=None, parameters=None
 ):
-    """
-    Handle API errors on conditional requests and try
-    to serve contents from cache
-    """
+    """Handle API errors on conditional requests and try to serve contents from cache"""
     try:
         resp = session.request(
             method=method,
@@ -146,9 +138,9 @@ def _handle_not_changed(
 
 @requests_metrics
 def conditional_request(session, method, url, auth, data=None, url_params=None):
-    """
-    Implements conditional requests, checking first whether
-    the upstream API is online of offline to decide which
+    """Implements conditional requests.
+
+    Checking first whether the upstream API is online of offline to decide which
     request routine to call.
     """
     if GithubStatus().online:
@@ -156,11 +148,8 @@ def conditional_request(session, method, url, auth, data=None, url_params=None):
     return offline_request(method, url, auth)
 
 
-# pylint: disable-msg=too-many-locals
 def online_request(session, method, url, auth, data=None, url_params=None):
-    """
-    Implements conditional requests.
-    """
+    """Implements conditional requests."""
     cache = RequestsCache()
     headers = {}
     parameters = url_params.to_dict() if url_params is not None else {}
@@ -241,8 +230,7 @@ def online_request(session, method, url, auth, data=None, url_params=None):
 
 
 def _should_error_response_be_served_from_cache(response):
-    """Parse a response to check if we should serve contents
-    from cache
+    """Parse a response to check if we should serve contents from cache
 
     :param response: requests module response
     :type response: requests.Response
@@ -251,7 +239,6 @@ def _should_error_response_be_served_from_cache(response):
         from cache
     :rtype: str, optional
     """
-
     if _is_rate_limit_error(response):
         return "RATE_LIMITED"
 
@@ -280,9 +267,7 @@ def _is_rate_limit_error(response):
 def offline_request(
     method, url, auth, error_code=504, error_message=b'{"message": "gateway timeout"}\n'
 ):
-    """
-    Implements offline requests (serves content from cache, when possible).
-    """
+    """Implements offline requests (serves content from cache, when possible)."""
     headers = {}
     if auth is None:
         auth_sha = None
@@ -299,8 +284,7 @@ def offline_request(
         response = requests.models.Response()
         response.status_code = error_code
         response.headers["X-Cache"] = "OFFLINE_MISS"
-        # pylint: disable=protected-access
-        response._content = error_message
+        response._content = error_message  # noqa: SLF001
         return response
 
     cache = RequestsCache()
@@ -320,6 +304,5 @@ def offline_request(
     response = requests.models.Response()
     response.status_code = error_code
     response.headers["X-Cache"] = "OFFLINE_MISS"
-    # pylint: disable=protected-access
-    response._content = error_message
+    response._content = error_message  # noqa: SLF001
     return response
diff --git a/ghmirror/core/mirror_response.py b/ghmirror/core/mirror_response.py
index 374fbe8..28e94e3 100644
--- a/ghmirror/core/mirror_response.py
+++ b/ghmirror/core/mirror_response.py
@@ -12,16 +12,14 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-Module containing all the abstractions around an HTTP response.
-"""
+"""Module containing all the abstractions around an HTTP response."""
 
 
 class MirrorResponse:
-    """
-    Wrapper around the requests.Response, implementing properties
-    that replace the strings containing the GutHub API url by the
-    mirror url where needed.
+    """Wrapper around the requests.Response.
+
+    Implementing properties that replace the strings containing the
+    GutHub API url by the mirror url where needed.
 
     :param original_response: the return from the original request
                               to the GitHub API
@@ -40,10 +38,10 @@ def __init__(self, original_response, gh_api_url, gh_mirror_url):
 
     @property
     def headers(self):
-        """
-        Retrieves the headers we are interested in from the original
-        response and sanitizes them so we can impersonate the GitHub
-        API.
+        """Sanitize headers.
+
+        Retrieves the headers we are interested in from the original response and
+        sanitizes them so we can impersonate the GitHub API.
 
         :return: the sanitized headers
         :rtype: dict
@@ -76,7 +74,8 @@ def headers(self):
 
     @property
     def content(self):
-        """
+        """Sanitize content.
+
         Retrieves the content from the original response and sanitizes
         them so we can impersonate the GitHub API.
 
@@ -86,17 +85,13 @@ def content(self):
         if self._original_response.content is None:
             return None
 
-        sanitized_content = self._original_response.content.replace(
+        return self._original_response.content.replace(
             self._gh_api_url.encode(), self._gh_mirror_url.encode()
         )
 
-        return sanitized_content
-
     @property
     def status_code(self):
-        """
-        Convenience method to expose the original response HTTP
-        status code.
+        """Convenience method to expose the original response HTTP status code.
 
         :return: the response status code
         """
diff --git a/ghmirror/data_structures/monostate.py b/ghmirror/data_structures/monostate.py
index f74438f..41e5095 100644
--- a/ghmirror/data_structures/monostate.py
+++ b/ghmirror/data_structures/monostate.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-Caching data structures.
-"""
+"""Caching data structures."""
 
 import hashlib
 import logging
@@ -59,8 +57,8 @@ def __init__(self, sleep_time, timeout, session):
         self._start_check()
 
     def _start_check(self):
-        """
-        Starting a daemon thread to check the GitHub API status.
+        """Starting a daemon thread to check the GitHub API status.
+
         daemon is required so the thread is killed when the main
         thread completes. This is also useful for the tests.
         """
@@ -69,8 +67,8 @@ def _start_check(self):
 
     @staticmethod
     def _is_github_online(response):
-        """
-        Check if the Github API is online based on the response.
+        """Check if the Github API is online based on the response.
+
         If API Requests component status is major_outage, then it's offline.
         If API Requests component status is one of operational,
         degraded_performance, or partial_outage, then it's online.
@@ -83,9 +81,7 @@ def _is_github_online(response):
 
     @classmethod
     def create(cls):
-        """
-        Class method to create a new instance of _GithubStatus.
-        """
+        """Class method to create a new instance of _GithubStatus."""
         sleep_time = int(os.environ.get("GITHUB_STATUS_SLEEP_TIME", STATUS_SLEEP_TIME))
         timeout = int(os.environ.get("GITHUB_STATUS_TIMEOUT", STATUS_TIMEOUT))
         session = requests.Session()
@@ -93,9 +89,9 @@ def create(cls):
         return cls(sleep_time=sleep_time, timeout=timeout, session=session)
 
     def check(self):
-        """
-        Method to be called in a thread. It will check the
-        Github API status every self.sleep_time seconds and set
+        """Method to be called in a thread.
+
+        It will check the Github API status every self.sleep_time seconds and set
         the self.online accordingly.
         """
         while True:
@@ -116,15 +112,13 @@ def check(self):
 
 
 class GithubStatus:
-    """
-    Monostate class for sharing the Github API Status.
-    """
+    """Monostate class for sharing the Github API Status."""
 
     _instance = None
     _lock = threading.Lock()
 
     @classmethod
-    def __new__(cls, *args, **kwargs):  # pylint: disable=unused-argument
+    def __new__(cls, *args, **kwargs):  # noqa: ARG003
         with cls._lock:
             if cls._instance is None:
                 cls._instance = _GithubStatus.create()
@@ -132,9 +126,7 @@ def __new__(cls, *args, **kwargs):  # pylint: disable=unused-argument
 
 
 class InMemoryCacheBorg:
-    """
-    Monostate class for sharing the in-memory requests cache.
-    """
+    """Monostate class for sharing the in-memory requests cache."""
 
     _state = {}
 
@@ -143,14 +135,12 @@ def __init__(self):
 
 
 class InMemoryCache(InMemoryCacheBorg):
-    """
-    Dictionary-like implementation for caching requests.
-    """
+    """Dictionary-like implementation for caching requests."""
 
     def __getattr__(self, item):
-        """
-        Safe class argument initialization. We do it here
-        (instead of in the __init__()) so we don't overwrite
+        """Safe class argument initialization.
+
+        We do it here (instead of in the __init__()) so we don't overwrite
         them on when a new instance is created.
         """
         setattr(self, item, {})
@@ -183,9 +173,7 @@ def __sizeof__(self):
 
 
 class UsersCacheBorg:
-    """
-    Monostate class for sharing the users cache.
-    """
+    """Monostate class for sharing the users cache."""
 
     _state = {}
 
@@ -194,14 +182,12 @@ def __init__(self):
 
 
 class UsersCache(UsersCacheBorg):
-    """
-    Dict-like implementation for caching users information.
-    """
+    """Dict-like implementation for caching users information."""
 
     def __getattr__(self, item):
-        """
-        Safe class argument initialization. We do it here
-        (instead of in the __init__()) so we don't overwrite
+        """Safe class argument initialization.
+
+        We do it here (instead of in the __init__()) so we don't overwrite
         them when a new instance is created.
         """
         setattr(self, item, {})
@@ -215,22 +201,16 @@ def __contains__(self, item):
         return self._sha(item) in self._data
 
     def add(self, key, value=None):
-        """
-        Adding the value to the backing dict
-        """
+        """Adding the value to the backing dict"""
         self._data[self._sha(key)] = value
 
     def get(self, key):
-        """
-        Getting the value from the backing dict
-        """
+        """Getting the value from the backing dict"""
         return self._data.get(self._sha(key))
 
 
 class StatsCacheBorg:
-    """
-    Monostate class for sharing the Statistics.
-    """
+    """Monostate class for sharing the Statistics."""
 
     _state = {}
 
@@ -239,15 +219,13 @@ def __init__(self):
 
 
 class StatsCache(StatsCacheBorg):
-    """
-    Statistics cacher.
-    """
+    """Statistics cacher."""
 
     def __getattr__(self, item):
-        """
-        Safe class argument initialization. We do it here
-        (instead of in the __init__()) so we don't overwrite
-        them on when a new instance is created.
+        """Safe class argument initialization.
+
+        We do it here (instead of in the __init__()) so we don't overwrite
+        them when a new instance is created.
         """
         if item == "registry":
             # This will create the self.registry attribute, which
@@ -329,27 +307,19 @@ def __getattr__(self, item):
         return getattr(self, item)
 
     def count(self):
-        """
-        Convenience method to increment the counter.
-        """
+        """Convenience method to increment the counter."""
         self.counter.inc(1)
 
     def observe(self, cache, status, value, method, user):
-        """
-        Convenience method to populate the histogram.
-        """
+        """Convenience method to populate the histogram."""
         self.histogram.labels(
             cache=cache, status=status, method=method, user=user
         ).observe(value)
 
     def set_cache_size(self, value):
-        """
-        Convenience method to set the Gauge.
-        """
+        """Convenience method to set the Gauge."""
         self.gauge_cache_size.set(value)
 
     def set_cached_objects(self, value):
-        """
-        Convenience method to set the Gauge.
-        """
+        """Convenience method to set the Gauge."""
         self.gauge_cached_objects.set(value)
diff --git a/ghmirror/data_structures/redis_data_structures.py b/ghmirror/data_structures/redis_data_structures.py
index 0f79116..d8fff94 100644
--- a/ghmirror/data_structures/redis_data_structures.py
+++ b/ghmirror/data_structures/redis_data_structures.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Maha Ashour <mashour@redhat.com>
 
-"""
-Caching data in Redis.
-"""
+"""Caching data in Redis."""
 
 import os
 import pickle
@@ -24,15 +22,13 @@
 
 PRIMARY_ENDPOINT = os.environ.get("PRIMARY_ENDPOINT", "localhost")
 READER_ENDPOINT = os.environ.get("READER_ENDPOINT", PRIMARY_ENDPOINT)
-REDIS_PORT = os.environ.get("REDIS_PORT", 6379)
+REDIS_PORT = int(os.environ.get("REDIS_PORT", "6379"))
 REDIS_TOKEN = os.environ.get("REDIS_TOKEN")
 REDIS_SSL = os.environ.get("REDIS_SSL")
 
 
 class RedisCache:
-    """
-    Dictionary-like implementation for caching requests in Redis.
-    """
+    """Dictionary-like implementation for caching requests in Redis."""
 
     def __init__(self):
         self.wr_cache = self._get_connection(PRIMARY_ENDPOINT)
@@ -66,10 +62,7 @@ def __sizeof__(self):
         return self.ro_cache.info()["used_memory"]
 
     def _scan_iter(self):
-        """
-        Make an iterator so that the client doesn't need to remember
-        the cursor position.
-        """
+        """Make an iterator so that the client doesn't need to remember the cursor position."""
         cursor = "0"
         while cursor != 0:
             cursor, data = self.wr_cache.scan(cursor)
@@ -93,4 +86,4 @@ def _serialize(item):
     @staticmethod
     def _deserialize(item):
         """Deserialize items stored in Redis"""
-        return pickle.loads(item)
+        return pickle.loads(item)  # noqa: S301
diff --git a/ghmirror/data_structures/requests_cache.py b/ghmirror/data_structures/requests_cache.py
index 717da9b..d7a1f3a 100644
--- a/ghmirror/data_structures/requests_cache.py
+++ b/ghmirror/data_structures/requests_cache.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Maha Ashour <mashour@redhat.com>
 
-"""
-Implements caching backend
-"""
+"""Implements caching backend"""
 
 import os
 
@@ -25,9 +23,7 @@
 
 
 class RequestsCache:
-    """
-    Instantiates either a InMemoryCache or a Redis Cache object
-    """
+    """Instantiates either a InMemoryCache or a Redis Cache object"""
 
     def __new__(cls, *args, **kwargs):
         if CACHE_TYPE == "redis":
diff --git a/ghmirror/decorators/checks.py b/ghmirror/decorators/checks.py
index 267f5f5..3cf7d9f 100644
--- a/ghmirror/decorators/checks.py
+++ b/ghmirror/decorators/checks.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-Contains all the required verification
-"""
+"""Contains all the required verification"""
 
 import os
 from functools import wraps
@@ -31,9 +29,10 @@
 
 
 def check_user(function):
-    """
-    Checks whether the user is a member of one of the authorized users,
-    if no authorized users set, only cache user info.
+    """Check if the user is authorized to use the github-mirror.
+
+    Checks whether the user is a member of one of the authorized users, if no
+    authorized users set, only cache user info.
     """
 
     @wraps(function)
diff --git a/ghmirror/decorators/metrics.py b/ghmirror/decorators/metrics.py
index c1eb483..042141c 100644
--- a/ghmirror/decorators/metrics.py
+++ b/ghmirror/decorators/metrics.py
@@ -12,9 +12,7 @@
 # Copyright: Red Hat Inc. 2020
 # Author: Amador Pahim <apahim@redhat.com>
 
-"""
-Metrics decorators.
-"""
+"""Metrics decorators."""
 
 import time
 from functools import wraps
@@ -30,10 +28,7 @@
 
 
 def requests_metrics(function):
-    """
-    Decorator to collect metrics from the request and populate the
-    StatsCache object.
-    """
+    """Collect metrics from the request and populate the StatsCache object."""
 
     @wraps(function)
     def wrapper(*args, **kwargs):
diff --git a/ghmirror/utils/extensions.py b/ghmirror/utils/extensions.py
index a3d1d34..817843a 100644
--- a/ghmirror/utils/extensions.py
+++ b/ghmirror/utils/extensions.py
@@ -1,6 +1,4 @@
-"""
-Module to create a requests session that will be used to make all the requests to the GitHub API.
-"""
+"""Module to create a requests session that will be used to make all the requests to the GitHub API."""
 
 import requests
 
diff --git a/ghmirror/utils/wait.py b/ghmirror/utils/wait.py
index d931caa..ab17553 100644
--- a/ghmirror/utils/wait.py
+++ b/ghmirror/utils/wait.py
@@ -1,13 +1,10 @@
-"""
-Functions to help waiting for a given state
-"""
+"""Functions to help waiting for a given state"""
 
 import time
 
 
 def wait_for(func, timeout, first=0.0, step=1.0, args=None, kwargs=None):
-    """
-    Wait until func() evaluates to True.
+    """Wait until func() evaluates to True.
 
     If func() evaluates to True before timeout expires, return the
     value of func(). Otherwise return None.
diff --git a/pr_check.sh b/pr_check.sh
index bba87c1..45b9a88 100755
--- a/pr_check.sh
+++ b/pr_check.sh
@@ -3,4 +3,3 @@
 IMAGE_TEST=ghmirror-test
 
 docker build -t ${IMAGE_TEST} -f Dockerfile --target test .
-docker run --rm ${IMAGE_TEST}
diff --git a/pyproject.toml b/pyproject.toml
index 74cf2a1..54800cf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,33 +1,113 @@
+[project]
+name = "github-mirror"
+version = "0.1.0"
+description = "GitHub API mirror that caches the responses and implements conditional requests, serving the client with the cached responses when the GitHub API replies with a 304 HTTP code, reducing the number of API calls, making a more efficient use of the GitHub API rate limit."
+authors = [
+    # Feel free to add or change authors
+    { name = "Red Hat Application SRE Team", email = "sd-app-sre@redhat.com" },
+]
+license = { text = "GPLv2+" }
+readme = "README.md"
+requires-python = "~= 3.11.0"
+classifiers = [
+    "Development Status :: 2 - Pre-Alpha",
+    "Environment :: Web Environment",
+    "Framework :: Flask",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: GNU General Public License v2 or later (GPLv2+)",
+    "Natural Language :: English",
+    "Operating System :: POSIX :: Linux",
+    "Programming Language :: Python :: 3.6",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Topic :: Internet :: WWW/HTTP :: WSGI :: Middleware",
+]
+dependencies = [
+    # 'uv add/remove XXX' to add and remove dependencies
+    "Flask ~=3.1.0",
+    "requests ~=2.32.3",
+    "prometheus_client ~=0.20",
+    "gunicorn ~=22.0.0",
+    "redis ~=5.0.4",
+]
+
+[project.urls]
+homepage = "https://github.com/app-sre/github-mirror"
+repository = "https://github.com/app-sre/github-mirror"
+documentation = "https://github.com/app-sre/github-mirror"
+
+[dependency-groups]
+dev = [
+    # Development dependencies
+    "ruff ~=0.8",
+    "mypy ~=1.13",
+    "pytest ~=8.2.0",
+    "pytest-cov ~=5.0.0",
+    "pytest-forked ~=1.6.0",
+    "types-requests>=2.32.0.20241016",
+]
+
 # Ruff configuration
 [tool.ruff]
 line-length = 88
-target-version = 'py311'
 src = ["ghmirror"]
 extend-exclude = [
-    ".local", # used by poetry in local venv
-    ".cache", # used by poetry in local venv
+    # exclude some common cache and tmp directories
+    ".local",
+    ".cache",
+    "tmp",
 ]
 fix = true
 
 [tool.ruff.lint]
 preview = true
-# defaults are ["E4", "E7", "E9", "F"]
-extend-select = [
-    # flake8 default rules
-    "E1", # preview rule
-    "E2", # preview rule
-    "W",
-    # isort
-    "I",
-    # pylint
-    "PL",
-    # pyupgrade
-    "UP",
-]
+select = ["ALL"]
 ignore = [
+    "CPY",     # Missing copyright header
+    "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
+    "D105",    # Missing docstring in magic method
+    "D107",    # Missing docstring in __init__
+    "D203",    # 1 blank line required before class docstring
+    "D211",    # No blank lines allowed before class docstring
+    "D212",    # multi-line-summary-first-line
+    "D213",    # multi-line-summary-second-line
+    "D4",      # Doc string style
+    "E501",    # Line too long
+    "G004",    # Logging statement uses f-string
     "PLR0904", # Too many public methods
     "PLR0913", # Too many arguments
     "PLR0917", # Too many positional arguments
+    "S101",    # Use of assert detected. Pytest uses assert
+    "S404",    # subprocess import
+    "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
+    "S311",    # Standard pseudo-random generators are not suitable for security/cryptographic purposes
+    "S324",    # sha1 hash
+    "S403",    # pickle usage
+    "TRY003",  # Avoid specifying long messages outside the exception class
+    "TRY300",  # try-consider-else
+    # pydoclint
+    "DOC",
+    # May conflict with the formatter, https://docs.astral.sh/ruff/formatter/#conflicting-lint-rules
+    "W191",
+    "E111",
+    "E114",
+    "E117",
+    "D206",
+    "D300",
+    "Q",
+    "COM812",
+    "COM819",
+    "ISC001",
+    # Room for future improvements and refactoring
+    "ANN",    # Missing annotation
+    "PT",     # Use PyTest stuff instead unittest
+    "RUF012", # need type annotations
+
 ]
 [tool.ruff.format]
 preview = true
diff --git a/requirements-check.txt b/requirements-check.txt
deleted file mode 100644
index f48b0a6..0000000
--- a/requirements-check.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-pytest~=7.2
-pytest-cov==2.12.1
-pytest-xdist==1.34.0
-ruff==0.8.0
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 6ec6e33..0000000
--- a/setup.py
+++ /dev/null
@@ -1,36 +0,0 @@
-from setuptools import find_packages, setup
-
-setup(
-    name="ghmirror",
-    packages=find_packages(),
-    version=open("VERSION", encoding="locale").read().strip(),
-    author="Red Hat Application SRE Team",
-    author_email="sd-app-sre@redhat.com",
-    description="GitHub API mirror that caches the responses and implements "
-    "conditional requests, serving the client with the cached "
-    "responses when the GitHub API replies with a 304 HTTP "
-    "code, reducing the number of API calls, making a more "
-    "efficient use of the GitHub API rate limit.",
-    python_requires=">=3.11",
-    license="GPLv2+",
-    classifiers=[
-        "Development Status :: 2 - Pre-Alpha",
-        "Environment :: Web Environment",
-        "Framework :: Flask",
-        "Intended Audience :: Developers",
-        "License :: OSI Approved :: GNU General Public License v2 or later (GPLv2+)",
-        "Natural Language :: English",
-        "Operating System :: POSIX :: Linux",
-        "Programming Language :: Python :: 3.6",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Topic :: Internet :: WWW/HTTP :: WSGI :: Middleware",
-    ],
-    install_requires=[
-        "Flask~=3.1.0",
-        "requests~=2.32.3",
-        "prometheus_client~=0.20",
-        "gunicorn==22.0.0",
-        "redis~=5.0.4",
-    ],
-)
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/functional/__init__.py b/tests/functional/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/unit/test_requests.py b/tests/unit/test_requests.py
index dabb6c8..8c9bff6 100644
--- a/tests/unit/test_requests.py
+++ b/tests/unit/test_requests.py
@@ -1,3 +1,4 @@
+# ruff: noqa: SLF001
 from random import randint
 from unittest import (
     TestCase,
@@ -18,11 +19,10 @@
 
 
 class TestStatsCache(TestCase):
-    # pylint: disable=W0212
     def test_shared_state(self):
         stats_cache_01 = StatsCache()
         with pytest.raises(AttributeError) as e_info:
-            stats_cache_01.foo
+            stats_cache_01.foo  # noqa: B018
             self.assertIn("object has no attribute", e_info.message)
         self.assertEqual(stats_cache_01.counter._value._value, 0)
 
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..b41e805
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,440 @@
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+requires-python = ">=3.11.0, <3.12"
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