diff --git a/.github/workflows/integration_test.yaml b/.github/workflows/integration_test.yaml
index 567be6a10..4d22e2130 100644
--- a/.github/workflows/integration_test.yaml
+++ b/.github/workflows/integration_test.yaml
@@ -5,16 +5,19 @@ on:
 
 jobs:
   integration-tests:
-    uses: canonical/operator-workflows/.github/workflows/integration_test.yaml@main
+    uses: 
+      canonical/operator-workflows/.github/workflows/integration_test.yaml@main
     secrets: inherit
     with:
       provider: lxd
       juju-channel: 3/stable
       self-hosted-runner: true
       charmcraft-channel: latest/edge
-      modules: '["test_action.py","test_actions.py","test_charm.py","test_config.py","test_cos.py","test_ha.py","test_haproxy_route.py","test_http_interface.py","test_ingress.py", "test_ingress_per_unit.py", "test_haproxy_route_tcp.py"]'
+      modules: '["test_action.py","test_actions.py","test_charm.py","test_config.py","test_cos.py","test_ha.py","test_haproxy_route.py","test_http_interface.py","test_ingress.py",
+        "test_ingress_per_unit.py", "test_haproxy_route_tcp.py"]'
+      with-uv: true
   allure-report:
     if: always() && !cancelled()
     needs:
-      - integration-tests
+    - integration-tests
     uses: canonical/operator-workflows/.github/workflows/allure_report.yaml@main
diff --git a/.github/workflows/load_test.yaml b/.github/workflows/load_test.yaml
index de6f27f07..facb53f9f 100644
--- a/.github/workflows/load_test.yaml
+++ b/.github/workflows/load_test.yaml
@@ -2,12 +2,14 @@ name: Load tests
 
 on:
   schedule:
-    - cron: "0 12 * * 0"
+  - cron: "0 12 * * 0"
 
 jobs:
   load-tests:
-    uses: canonical/operator-workflows/.github/workflows/integration_test.yaml@main
+    uses: 
+      canonical/operator-workflows/.github/workflows/integration_test.yaml@main
     with:
       load-test-enabled: true
       load-test-run-args: "-e LOAD_TEST_HOST=localhost"
+      with-uv: true
     secrets: inherit
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index c4e7ffc6b..1314b08f8 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -11,3 +11,4 @@ jobs:
       self-hosted-runner: true
       self-hosted-runner-image: "noble"
       charmcraft-channel: latest/edge
+      with-uv: true
diff --git a/.licenserc.yaml b/.licenserc.yaml
index c0a3d8d6c..e397c1cde 100644
--- a/.licenserc.yaml
+++ b/.licenserc.yaml
@@ -27,4 +27,5 @@ header:
     - 'src/loki_alert_rules/*.rule'
     - 'docs/release-notes/**/*.yaml'
     - '**/*.md.j2'
+    - 'uv.lock'
   comment: on-failure
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 70ae21c4c..c8c488095 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,11 +1,32 @@
 # Contributing
 
+## Developing
+
 To make contributions to this charm, you'll need a working [development setup](https://documentation.ubuntu.com/juju/3.6/howto/manage-your-juju-deployment/set-up-your-juju-deployment-local-testing-and-development/).
 
-You can create an environment for development with `tox`:
+The code for this charm can be downloaded as follows:
+
+```
+git clone https://github.com/canonical/haproxy-operator
+```
+
+Make sure to install [uv](https://docs.astral.sh/uv/), for example:
+
+```sh
+sudo snap install astral-uv --classic
+```
+
+Then install `tox` with extensions, as well as a range of Python versions:
+
+```sh
+uv tool install tox --with tox-uv
+uv tool update-shell
+```
+
+To create an environment for development, use:
 
 ```shell
-tox devenv -e integration
+uv sync --all-groups
 source venv/bin/activate
 ```
 
diff --git a/charmcraft.yaml b/charmcraft.yaml
index 1de440bef..65640f83a 100644
--- a/charmcraft.yaml
+++ b/charmcraft.yaml
@@ -9,25 +9,23 @@ platforms:
 
 parts:
   charm:
-    build-packages:
-      - build-essential
-      - python3-dev
-      - pkg-config
-      - libffi-dev
-      - libssl-dev
-      - git
+    source: .
+    plugin: uv
     build-snaps:
-      - rustup
-    override-build: |
-      rustup default stable
-      craftctl default
-
+    - astral-uv
+    build-packages:
+    - git
+  templates:
+    plugin: dump
+    source: .
+    stage:
+    - templates
 name: haproxy
 title: HAProxy charm.
 description: |
   A [Juju](https://juju.is/) [charm](https://juju.is/docs/olm/charmed-operators)
   deploying and managing [HAProxy](https://www.haproxy.org/) on machines.
-  
+
   HAProxy is a TCP/HTTP reverse proxy which is particularly suited for high
   availability environments. It features connection persistence through HTTP
   cookies, load balancing, header addition, modification, deletion both ways. It
@@ -38,14 +36,15 @@ description: |
   VMs and bare metal.
 summary: Fast and reliable load balancing reverse proxy.
 links:
-  documentation: https://discourse.charmhub.io/t/haproxy-documentation-overview/17216
+  documentation: 
+    https://discourse.charmhub.io/t/haproxy-documentation-overview/17216
   issues: https://github.com/canonical/haproxy-operator/issues
   source: https://github.com/canonical/haproxy-operator
   contact:
-    - https://launchpad.net/~canonical-is-devops
+  - https://launchpad.net/~canonical-is-devops
 
 assumes:
-  - juju >= 3.3
+- juju >= 3.3
 requires:
   certificates:
     interface: tls-certificates
@@ -85,21 +84,22 @@ config:
       default: 4096
       type: int
       description: |
-          Sets the maximum per-process number of concurrent connections to
-          <number>. Must be greater than 0.
+        Sets the maximum per-process number of concurrent connections to
+        <number>. Must be greater than 0.
     vip:
       type: string
       description: Virtual IP address, used in active-passive ha mode.
 
 actions:
   get-certificate:
-    description: Returns the TLS Certificate. Intended for testing and debugging purposes.
+    description: Returns the TLS Certificate. Intended for testing and debugging
+      purposes.
     params:
       hostname:
         type: string
         description: Hostname to extract certs from.
     required:
-      - hostname
+    - hostname
   get-proxied-endpoints:
     description: |
       Return a list of endpoints 
@@ -113,5 +113,5 @@ actions:
           If no backend with this name is present, an empty list is returned.
 
 charm-libs:
-  - lib: traefik_k8s.ingress_per_unit
-    version: "1"
+- lib: traefik_k8s.ingress_per_unit
+  version: "1"
diff --git a/docs/changelog.md b/docs/changelog.md
index 358b4bf87..5117404ef 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -6,6 +6,10 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
 
 Each revision is versioned by the date of the revision.
 
+## 2025-11-12
+
+- Migrated development tooling to uv and ruff for faster dependency management and linting.
+
 ## 2025-10-14
 
 - Added action `get-proxied-endpoints`.
diff --git a/lib/charms/haproxy/v0/haproxy_route_tcp.py b/lib/charms/haproxy/v0/haproxy_route_tcp.py
index 512e2d7a8..15a3c1580 100644
--- a/lib/charms/haproxy/v0/haproxy_route_tcp.py
+++ b/lib/charms/haproxy/v0/haproxy_route_tcp.py
@@ -174,7 +174,7 @@ def _on_haproxy_route_data_available(self, event: EventBase) -> None:
 
 # Increment this PATCH version before using `charmcraft publish-lib` or reset
 # to 0 if you are raising the major API version
-LIBPATCH = 1
+LIBPATCH = 2
 
 logger = logging.getLogger(__name__)
 HAPROXY_ROUTE_TCP_RELATION_NAME = "haproxy-route-tcp"
@@ -575,7 +575,7 @@ class TcpRequirerApplicationData(_DatabagModel):
     port: int = Field(description="The port exposed on the provider.", gt=0, le=65535)
     backend_port: Optional[int] = Field(
         description=(
-            "The port where the backend service is listening. " "Defaults to the provider port."
+            "The port where the backend service is listening. Defaults to the provider port."
         ),
         default=None,
         gt=0,
@@ -1162,7 +1162,7 @@ def provide_haproxy_route_tcp_requirements(
         self.update_relation_data()
 
     # pylint: disable=too-many-arguments,too-many-positional-arguments,too-many-locals
-    def _generate_application_data(  # noqa: C901
+    def _generate_application_data(
         self,
         *,
         port: Optional[int] = None,
@@ -1625,10 +1625,8 @@ def configure_bandwidth_limit(
         """
         if not upload_bytes_per_second and not download_bytes_per_second:
             logger.error(
-                (
-                    "At least one of `upload_bytes_per_second` "
-                    "or `upload_bytes_per_second` must be set."
-                )
+                "At least one of `upload_bytes_per_second` "
+                "or `upload_bytes_per_second` must be set."
             )
             return self
         self._application_data["bandwidth_limit"] = {
@@ -1677,10 +1675,8 @@ def configure_timeout(
             server_timeout_in_seconds or connect_timeout_in_seconds or queue_timeout_in_seconds
         ):
             logger.error(
-                (
-                    "At least one of `server_timeout_in_seconds`, `connect_timeout_in_seconds` "
-                    "or `queue_timeout_in_seconds` must be set."
-                )
+                "At least one of `server_timeout_in_seconds`, `connect_timeout_in_seconds` "
+                "or `queue_timeout_in_seconds` must be set."
             )
             return self
         self._application_data["timeout"] = self._generate_timeout_configuration(
diff --git a/lib/charms/haproxy/v1/haproxy_route.py b/lib/charms/haproxy/v1/haproxy_route.py
index d4e17f426..0a851f4f7 100644
--- a/lib/charms/haproxy/v1/haproxy_route.py
+++ b/lib/charms/haproxy/v1/haproxy_route.py
@@ -151,7 +151,7 @@ def _on_haproxy_route_data_available(self, event: EventBase) -> None:
 
 # Increment this PATCH version before using `charmcraft publish-lib` or reset
 # to 0 if you are raising the major API version
-LIBPATCH = 7
+LIBPATCH = 8
 
 logger = logging.getLogger(__name__)
 HAPROXY_ROUTE_RELATION_NAME = "haproxy-route"
@@ -875,9 +875,9 @@ def publish_proxied_endpoints(self, endpoints: list[str], relation: Relation) ->
             endpoints: The list of proxied endpoints to publish.
             relation: The relation with the requirer application.
         """
-        HaproxyRouteProviderAppData(
-            endpoints=list(map(lambda x: cast(AnyHttpUrl, x), endpoints))
-        ).dump(relation.data[self.charm.app], clear=True)
+        HaproxyRouteProviderAppData(endpoints=[cast(AnyHttpUrl, e) for e in endpoints]).dump(
+            relation.data[self.charm.app], clear=True
+        )
 
 
 class HaproxyRouteEnpointsReadyEvent(EventBase):
diff --git a/pyproject.toml b/pyproject.toml
index 4b083dae9..5f1b4e692 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,41 +1,115 @@
-[tool.bandit]
-exclude_dirs = ["/venv/"]
-[tool.bandit.assert_used]
-skips = ["*/*test.py", "*/test_*.py", "*tests/*.py"]
+# Copyright 2025 Canonical Ltd.
+# See LICENSE file for licensing details.
 
-# Testing tools configuration
-[tool.coverage.run]
-branch = true
-omit = [
-    "src/legacy.py"
+[project]
+name = "haproxy-operator"
+version = "0.0.0"
+description = "Fast and reliable load balancing reverse proxy."
+readme = "README.md"
+requires-python = ">=3.12"
+classifiers = [
+  "Programming Language :: Python :: 3 :: Only",
+  "Programming Language :: Python :: 3.12",
+  "Programming Language :: Python :: 3.13",
+  "Programming Language :: Python :: 3.14",
+]
+dependencies = [
+  "cosl==1.3.1",
+  "cryptography==46.0.3",
+  "interface-hacluster @ git+https://github.com/charmed-kubernetes/charm-interface-hacluster@1.32+ck2",
+  "jsonschema==4.25.1",
+  "opentelemetry-api==1.38",
+  "ops==3.3.1",
+  "pydantic==2.12.2",
 ]
 
-# Formatting tools configuration
-[tool.black]
+[dependency-groups]
+fmt = [ "ruff" ]
+lint = [
+  "codespell",
+  "jinja2==3.1.6",
+  "jubilant==1.1.1",
+  "mypy",
+  "ops[testing]",
+  "pep8-naming",
+  "pytest",
+  "pytest-asyncio",
+  "pytest-operator",
+  "requests",
+  "ruff",
+  "snowballstemmer<3",
+  "types-pyyaml",
+  "types-requests",
+]
+unit = [ "coverage[toml]", "jinja2==3.1.6", "ops[testing]", "pytest" ]
+coverage-report = [ "coverage[toml]", "jinja2==3.1.6", "pytest" ]
+static = [ "bandit[toml]", "jinja2==3.1.6" ]
+integration = [
+  "allure-pytest>=2.8.18",
+  "allure-pytest-collection-report @ git+https://github.com/canonical/data-platform-workflows@v24.0.0#subdirectory=python/pytest_plugins/allure_pytest_collection_report",
+  "jinja2==3.1.6",
+  "jubilant==1.1.1",
+  "juju==3.6.1",
+  "protobuf==3.20.3",
+  "pytest",
+  "pytest-asyncio",
+  "pytest-operator",
+  "websockets<14",
+]
+
+[tool.uv]
+package = false
+
+[tool.ruff]
+target-version = "py310"
 line-length = 99
-target-version = ["py312"]
 
-[tool.coverage.report]
-show_missing = true
+lint.select = [ "A", "B", "C", "CPY", "D", "E", "F", "I", "N", "RUF", "S", "SIM", "TC", "UP", "W" ]
+lint.ignore = [
+  "B904",
+  "D107",
+  "D203",
+  "D204",
+  "D205",
+  "D213",
+  "D215",
+  "D400",
+  "D404",
+  "D406",
+  "D407",
+  "D408",
+  "D409",
+  "D413",
+  "E501",
+  "S105",
+  "S603",
+  "TC002",
+  "TC006",
+  "UP006",
+  "UP007",
+  "UP035",
+  "UP045",
+]
+lint.per-file-ignores."tests/*" = [ "B011", "D100", "D101", "D102", "D103", "D104", "D212", "D415", "D417", "S" ]
+lint.flake8-copyright.author = "Canonical Ltd."
+lint.flake8-copyright.min-file-size = 1
+lint.flake8-copyright.notice-rgx = "Copyright\\s\\d{4}([-,]\\d{4})*\\s+"
+lint.mccabe.max-complexity = 10
+lint.pydocstyle.convention = "google"
 
-# Linting tools configuration
-[tool.flake8]
-max-line-length = 99
-max-doc-length = 99
-max-complexity = 10
-exclude = [".git", "__pycache__", ".tox", "build", "dist", "*.egg_info", "venv"]
-select = ["E", "W", "F", "C", "N", "R", "D", "H"]
-# Ignore W503, E501 because using black creates errors with this
-# Ignore D107 Missing docstring in __init__
-ignore = ["W503", "E501", "D107"]
-# D100, D101, D102, D103: Ignore missing docstrings in tests
-per-file-ignores = ["tests/*:D100,D101,D102,D103,D104,D205,D212,D415"]
-docstring-convention = "google"
+[tool.codespell]
+skip = "build,lib,venv,icon.svg,.tox,.git,.mypy_cache,.ruff_cache,.coverage,htmlcov,uv.lock,grafana_dashboards"
 
-[tool.isort]
-line_length = 99
-profile = "black"
-skip = ["src/legacy.py"]
+[tool.pytest.ini_options]
+minversion = "6.0"
+log_cli_level = "INFO"
+
+[tool.coverage.run]
+branch = true
+omit = [ "src/legacy.py" ]
+
+[tool.coverage.report]
+show_missing = true
 
 [tool.mypy]
 check_untyped_defs = true
@@ -48,36 +122,8 @@ namespace_packages = true
 disallow_untyped_defs = false
 module = "tests.*"
 
-[tool.pylint]
-disable = "wrong-import-order"
-
-[tool.pytest.ini_options]
-minversion = "6.0"
-log_cli_level = "INFO"
-
-# Linting tools configuration
-[tool.ruff]
-line-length = 99
-select = ["E", "W", "F", "C", "N", "D", "I001"]
-extend-ignore = [
-    "D203",
-    "D204",
-    "D213",
-    "D215",
-    "D400",
-    "D404",
-    "D406",
-    "D407",
-    "D408",
-    "D409",
-    "D413",
-]
-ignore = ["E501", "D107"]
-extend-exclude = ["__pycache__", "*.egg_info"]
-per-file-ignores = {"tests/*" = ["D100","D101","D102","D103","D104"]}
-
-[tool.ruff.mccabe]
-max-complexity = 10
+[tool.bandit]
+exclude_dirs = [ "/venv/" ]
 
-[tool.codespell]
-skip = "build,lib,venv,icon.svg,.tox,.git,.mypy_cache,.ruff_cache,.coverage"
+[tool.bandit.assert_used]
+skips = [ "*/*test.py", "*/test_*.py", "*tests/*.py" ]
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 00a4dc43f..000000000
--- a/requirements.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-cryptography==46.0.3
-jinja2==3.1.6
-jsonschema==4.25.1
-ops==3.3.1
-pydantic==2.12.4
-interface_hacluster @ git+https://github.com/charmed-kubernetes/charm-interface-hacluster@1.32+ck2
-cosl==1.3.1
diff --git a/src/charm.py b/src/charm.py
index 89aa05134..61b228f3c 100755
--- a/src/charm.py
+++ b/src/charm.py
@@ -418,7 +418,6 @@ def _get_certificate_requests(self) -> typing.List[CertificateRequestAttributes]
             HaproxyRouteIntegrationDataValidationError,
             TLSNotReadyError,
             CharmStateValidationBaseError,
-            HaproxyRouteIntegrationDataValidationError,
         ):
             # We are handling errors here and not re-raising/setting charm status as
             # this method is called during charm initialization
diff --git a/src/state/haproxy_route.py b/src/state/haproxy_route.py
index ddc6f559b..a8d4af773 100644
--- a/src/state/haproxy_route.py
+++ b/src/state/haproxy_route.py
@@ -125,7 +125,7 @@ def hostname_acls(self) -> list[str]:
 
             return [self.external_hostname]
 
-        return [self.application_data.hostname] + self.application_data.additional_hostnames
+        return [self.application_data.hostname, *self.application_data.additional_hostnames]
 
     # We disable no-member here because pylint doesn't know that
     # self.application_data.load_balancing Has a default value set
@@ -172,10 +172,10 @@ def rewrite_configurations(self) -> list[str]:
         for rewrite in self.application_data.rewrites:
             if rewrite.method == HaproxyRewriteMethod.SET_HEADER:
                 rewrite_configurations.append(
-                    f"{str(rewrite.method)} {rewrite.header} {rewrite.expression}"
+                    f"{rewrite.method!s} {rewrite.header} {rewrite.expression}"
                 )
                 continue
-            rewrite_configurations.append(f"{str(rewrite.method.value)} {rewrite.expression}")
+            rewrite_configurations.append(f"{rewrite.method.value!s} {rewrite.expression}")
         return rewrite_configurations
 
 
@@ -309,18 +309,14 @@ def check_backend_paths(self) -> Self:
 
         if len(requirers_paths) != len(set(requirers_paths)):
             logger.warning(
-                (
-                    "Requirers defined path(s) that map to multiple backends."
-                    "This can cause unintended behaviours."
-                )
+                "Requirers defined path(s) that map to multiple backends."
+                "This can cause unintended behaviours."
             )
 
         if len(requirers_hostnames) != len(set(requirers_hostnames)):
             logger.warning(
-                (
-                    "Requirers defined hostname(s) that map to multiple backends."
-                    "This can cause unintended behaviours."
-                )
+                "Requirers defined hostname(s) that map to multiple backends."
+                "This can cause unintended behaviours."
             )
         return self
 
diff --git a/src/state/haproxy_route_tcp.py b/src/state/haproxy_route_tcp.py
index f6eae8b01..af026cf7b 100644
--- a/src/state/haproxy_route_tcp.py
+++ b/src/state/haproxy_route_tcp.py
@@ -130,13 +130,13 @@ def tcp_check_options(self) -> list[str]:
             if check.check_type == TCPHealthCheckType.GENERIC:
                 options = ["option tcp-check"]
                 if send := self.application_data.check.send:
-                    options.append(f"tcp-check send {repr(send)}")
+                    options.append(f"tcp-check send {send!r}")
                 if expect := self.application_data.check.expect:
-                    options.append(f"tcp-check expect string {repr(expect)}")
+                    options.append(f"tcp-check expect string {expect!r}")
                 return options
             if check.check_type in [TCPHealthCheckType.POSTGRES, TCPHealthCheckType.MYSQL]:
                 db_user = f" {check.db_user}" if check.db_user else ""
-                return [f"option {str(check.check_type)}{db_user}"]
+                return [f"option {check.check_type!s}{db_user}"]
             if check.check_type is not None:
-                return [f"option {str(check.check_type)}"]
+                return [f"option {check.check_type!s}"]
         return []
diff --git a/tests/integration/haproxy_route_requirer.py b/tests/integration/haproxy_route_requirer.py
index 2cec3c0d7..4596e937e 100644
--- a/tests/integration/haproxy_route_requirer.py
+++ b/tests/integration/haproxy_route_requirer.py
@@ -10,16 +10,16 @@
 # library, not the system one.
 sys.path.insert(0, sys.path[-1])
 
-import logging  # noqa: E402
-import pathlib  # noqa: E402
-import subprocess  # noqa: E402  # nosec: B404
-from subprocess import CalledProcessError  # noqa: E402  # nosec: B404
-
-import apt  # noqa: E402
-import ops  # noqa: E402
-from any_charm_base import AnyCharmBase  # noqa: E402
-from haproxy_route import HaproxyRouteRequirer  # noqa: E402
-from tls_certificates import (  # noqa: E402
+import logging
+import pathlib
+import subprocess  # nosec: B404
+from subprocess import CalledProcessError  # nosec: B404
+
+import apt
+import ops
+from any_charm_base import AnyCharmBase
+from haproxy_route import HaproxyRouteRequirer
+from tls_certificates import (
     CertificateRequestAttributes,
     Mode,
     TLSCertificatesRequiresV4,
@@ -36,7 +36,7 @@ class AnyCharm(AnyCharmBase):
     """haproxy-route requirer charm."""
 
     def __init__(self, *args, **kwargs):
-        """Initialize the requirer charm."""  # noqa
+        """Initialize the requirer charm."""
         super().__init__(*args, **kwargs)
         self._haproxy_route = HaproxyRouteRequirer(self, HAPROXY_ROUTE_RELATION)
         network_binding = self.model.get_binding(TLS_CERT_RELATION)
@@ -86,8 +86,8 @@ def start_ssl_server(self):
                 ErrorLog ${{APACHE_LOG_DIR}}/error.log
                 CustomLog ${{APACHE_LOG_DIR}}/access.log combined
                 SSLEngine on
-                SSLCertificateFile      {str(SSL_CERT_FILE)}
-                SSLCertificateKeyFile   {str(SSL_PRIVATE_KEY_FILE)}
+                SSLCertificateFile      {SSL_CERT_FILE!s}
+                SSLCertificateKeyFile   {SSL_PRIVATE_KEY_FILE!s}
         </VirtualHost>
 
         # This easier that editing an apache config file to comment the "Listen 80" line.
diff --git a/tests/integration/haproxy_route_tcp_requirer.py b/tests/integration/haproxy_route_tcp_requirer.py
index 1d12c17c5..44893e966 100644
--- a/tests/integration/haproxy_route_tcp_requirer.py
+++ b/tests/integration/haproxy_route_tcp_requirer.py
@@ -33,7 +33,7 @@ class AnyCharm(AnyCharmBase):
 
     def __init__(self, *args, **kwargs):
         # We don't need to include *args and *kwargs in the docstring here.
-        """Initialize the requirer charm."""  # noqa
+        """Initialize the requirer charm."""
         super().__init__(*args, **kwargs)
         self._haproxy_route_tcp = HaproxyRouteTcpRequirer(self, HAPROXY_ROUTE_TCP_RELATION)
         self.framework.observe(self.on.config_changed, self.install)
@@ -77,9 +77,7 @@ def start_tls(self):
     def start_tcp(self):
         """Start server in plaintext mode."""
         # Ignoring subprocess warnings as we're using it with no user inputs
-        subprocess.check_output(
-            ["/bin/bash", "-c", "snap unset ping-pong-tcp tls.cer tls.key"]
-        )  # nosec
+        subprocess.check_output(["/bin/bash", "-c", "snap unset ping-pong-tcp tls.cer tls.key"])  # nosec
         self.unit.status = ops.ActiveStatus("TCP server ready (TCP).")
 
     def update_relation(self):
diff --git a/tests/integration/helper.py b/tests/integration/helper.py
index a45956c02..f5ee74524 100644
--- a/tests/integration/helper.py
+++ b/tests/integration/helper.py
@@ -39,9 +39,7 @@ def __init__(
         )
 
     # Ignore pylint rule as this is the parent method signature
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):  # pylint: disable=too-many-arguments, too-many-positional-arguments
+    def send(self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None):  # pylint: disable=too-many-arguments, too-many-positional-arguments
         """Wrap HTTPAdapter send to modify the outbound request.
 
         Args:
diff --git a/tests/integration/ingress_per_unit_requirer.py b/tests/integration/ingress_per_unit_requirer.py
index af9beb7e1..a6a2ece36 100644
--- a/tests/integration/ingress_per_unit_requirer.py
+++ b/tests/integration/ingress_per_unit_requirer.py
@@ -3,6 +3,7 @@
 # pylint: disable=duplicate-code,import-error,too-few-public-methods
 
 """Ingress per unit requirer any charm."""
+
 import pathlib
 
 import apt
diff --git a/tests/integration/legacy/conftest.py b/tests/integration/legacy/conftest.py
index ea16b06b6..af3a3186c 100644
--- a/tests/integration/legacy/conftest.py
+++ b/tests/integration/legacy/conftest.py
@@ -126,9 +126,9 @@ async def get_unit_address(application: Application) -> str:
         The unit address
     """
     unit_ip_address = await get_unit_ip_address(application)
-    url = f"http://{str(unit_ip_address)}"
+    url = f"http://{unit_ip_address!s}"
     if isinstance(unit_ip_address, ipaddress.IPv6Address):
-        url = f"http://[{str(unit_ip_address)}]"
+        url = f"http://[{unit_ip_address!s}]"
     return url
 
 
diff --git a/tests/integration/legacy/haproxy_route_requirer.py b/tests/integration/legacy/haproxy_route_requirer.py
index 1c48ae27a..1fd9b3789 100644
--- a/tests/integration/legacy/haproxy_route_requirer.py
+++ b/tests/integration/legacy/haproxy_route_requirer.py
@@ -18,7 +18,7 @@ class AnyCharm(AnyCharmBase):
     """haproxy-route requirer charm."""
 
     def __init__(self, *args, **kwargs):
-        """Initialize the requirer charm."""  # noqa
+        """Initialize the requirer charm."""
         super().__init__(*args, **kwargs)
         self._haproxy_route = HaproxyRouteRequirer(self, HAPROXY_ROUTE_RELATION)
 
diff --git a/tests/integration/legacy/helper.py b/tests/integration/legacy/helper.py
index 3389c7f1e..817c372ae 100644
--- a/tests/integration/legacy/helper.py
+++ b/tests/integration/legacy/helper.py
@@ -35,9 +35,7 @@ def __init__(
         )
 
     # Ignore pylint rule as this is the parent method signature
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):  # pylint: disable=too-many-arguments, too-many-positional-arguments
+    def send(self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None):  # pylint: disable=too-many-arguments, too-many-positional-arguments
         """Wrap HTTPAdapter send to modify the outbound request.
 
         Args:
diff --git a/tests/integration/legacy/test_action.py b/tests/integration/legacy/test_action.py
index 6d8b799f8..c48f7813c 100644
--- a/tests/integration/legacy/test_action.py
+++ b/tests/integration/legacy/test_action.py
@@ -35,6 +35,7 @@ async def test_get_certificate_action(
 
     # The action should fail
     # when we run the get-certificate action without the required hostname parameter.
-    with pytest.raises(Exception):
+    # disable ruff B017 error (assert-raises-exception) for using Exception in pytest.raises
+    with pytest.raises(Exception):  # noqa: B017
         action = await configured_application_with_tls.units[0].run_action("get-certificate")
         await action.wait()
diff --git a/tests/integration/legacy/test_config.py b/tests/integration/legacy/test_config.py
index f4b7e4870..714a3221e 100644
--- a/tests/integration/legacy/test_config.py
+++ b/tests/integration/legacy/test_config.py
@@ -2,6 +2,7 @@
 # See LICENSE file for licensing details.
 
 """Integration test for haproxy charm."""
+
 from juju.application import Application
 
 
diff --git a/tests/integration/legacy/test_cos.py b/tests/integration/legacy/test_cos.py
index c9e93f0d8..a2019b170 100644
--- a/tests/integration/legacy/test_cos.py
+++ b/tests/integration/legacy/test_cos.py
@@ -2,6 +2,7 @@
 # See LICENSE file for licensing details.
 
 """Integration test for haproxy charm."""
+
 from juju.application import Application
 from pytest_operator.plugin import OpsTest
 
diff --git a/tests/integration/legacy/test_ha.py b/tests/integration/legacy/test_ha.py
index f74ea0cf4..6a16c3ca8 100644
--- a/tests/integration/legacy/test_ha.py
+++ b/tests/integration/legacy/test_ha.py
@@ -2,6 +2,7 @@
 # See LICENSE file for licensing details.
 
 """Integration test for haproxy charm."""
+
 import requests
 from juju.application import Application
 
diff --git a/tests/integration/legacy/test_ingress.py b/tests/integration/legacy/test_ingress.py
index b01ee355b..9194c9fe4 100644
--- a/tests/integration/legacy/test_ingress.py
+++ b/tests/integration/legacy/test_ingress.py
@@ -42,9 +42,9 @@ async def test_ingress_integration(
     session = Session()
     session.mount("https://", DNSResolverHTTPSAdapter(ingress_url.netloc, str(unit_ip_address)))
 
-    requirer_url = f"http://{str(unit_ip_address)}/{ingress_url.path}ok"
+    requirer_url = f"http://{unit_ip_address!s}/{ingress_url.path}ok"
     if isinstance(unit_ip_address, ipaddress.IPv6Address):
-        requirer_url = f"http://[{str(unit_ip_address)}]/{ingress_url.path}ok"
+        requirer_url = f"http://[{unit_ip_address!s}]/{ingress_url.path}ok"
     response = session.get(
         requirer_url,
         headers={"Host": ingress_url.netloc},
diff --git a/tests/integration/test_actions.py b/tests/integration/test_actions.py
index 9b9cd97ac..b8ff36d6f 100644
--- a/tests/integration/test_actions.py
+++ b/tests/integration/test_actions.py
@@ -4,7 +4,6 @@
 
 """Integration tests for haproxy charm actions."""
 
-
 import json
 
 import jubilant
diff --git a/tests/integration/test_haproxy_route.py b/tests/integration/test_haproxy_route.py
index 42e250c40..bddf67441 100644
--- a/tests/integration/test_haproxy_route.py
+++ b/tests/integration/test_haproxy_route.py
@@ -3,7 +3,6 @@
 
 """Integration tests for the ingress per unit relation."""
 
-
 import json
 import time
 
diff --git a/tests/integration/test_haproxy_route_tcp.py b/tests/integration/test_haproxy_route_tcp.py
index 86c90b11d..51ba8b822 100644
--- a/tests/integration/test_haproxy_route_tcp.py
+++ b/tests/integration/test_haproxy_route_tcp.py
@@ -3,7 +3,6 @@
 
 """Integration tests for the ingress per unit relation."""
 
-
 import socket
 import ssl
 
@@ -42,8 +41,10 @@ async def test_haproxy_route_tcp(
     haproxy_ip_address = get_unit_ip_address(juju, configured_application_with_tls)
     # We need to call _create_unverified_context() to test with self-signed certs
     context = ssl._create_unverified_context()  # pylint: disable=protected-access  # nosec
-    with socket.create_connection((str(haproxy_ip_address), 4444)) as sock:
-        with context.wrap_socket(sock, server_hostname="example.com") as ssock:
-            ssock.send(b"ping")
-            server_response = ssock.read()
-            assert "pong" in str(server_response)
+    with (
+        socket.create_connection((str(haproxy_ip_address), 4444)) as sock,
+        context.wrap_socket(sock, server_hostname="example.com") as ssock,
+    ):
+        ssock.send(b"ping")
+        server_response = ssock.read()
+        assert "pong" in str(server_response)
diff --git a/tests/unit/conftest.py b/tests/unit/conftest.py
index 0ef87e108..7b8b0ffe5 100644
--- a/tests/unit/conftest.py
+++ b/tests/unit/conftest.py
@@ -2,6 +2,7 @@
 # See LICENSE file for licensing details.
 
 """Fixtures for haproxy-operator unit tests."""
+
 import json
 import typing
 from datetime import timedelta
diff --git a/tests/unit/legacy/conftest.py b/tests/unit/legacy/conftest.py
index 9c1ef2372..a221821b6 100644
--- a/tests/unit/legacy/conftest.py
+++ b/tests/unit/legacy/conftest.py
@@ -2,6 +2,7 @@
 # See LICENSE file for licensing details.
 
 """Fixtures for haproxy-operator unit tests."""
+
 from unittest.mock import MagicMock
 
 import pytest
diff --git a/tests/unit/legacy/test_tls_relation.py b/tests/unit/legacy/test_tls_relation.py
index cc6375175..d641e94b5 100644
--- a/tests/unit/legacy/test_tls_relation.py
+++ b/tests/unit/legacy/test_tls_relation.py
@@ -130,6 +130,6 @@ def test_write_certificate_to_unit(
     chain_string = "\n".join([str(cert) for cert in [mock_certificate]])
 
     tls_relation.write_certificate_to_unit(mock_certificate, [mock_certificate], mock_private_key)
-    pem_file_content = f"{str(mock_certificate)}\n{chain_string}\n{str(mock_private_key)}"
+    pem_file_content = f"{mock_certificate!s}\n{chain_string}\n{mock_private_key!s}"
 
     write_text_mock.assert_called_once_with(pem_file_content, encoding="utf-8")
diff --git a/tests/unit/test_haproxy_route_options.py b/tests/unit/test_haproxy_route_options.py
index 112529b1e..5fd27d274 100644
--- a/tests/unit/test_haproxy_route_options.py
+++ b/tests/unit/test_haproxy_route_options.py
@@ -129,11 +129,11 @@ def test_protocol_https_no_ca(monkeypatch: pytest.MonkeyPatch, certificates_inte
     haproxy_conf_contents = render_file_mock.call_args_list[0].args[1]
     assert "10.12.97.153:443" not in haproxy_conf_contents
     assert "10.12.97.154:443" not in haproxy_conf_contents
-    protocol_https_relation = [
+    protocol_https_relation = next(
         rel
         for rel in out.relations
         if rel.endpoint == "haproxy-route" and rel.remote_app_data["protocol"] == '"https"'
-    ][0]
+    )
     # The relation data is invalid
     assert protocol_https_relation.local_app_data["endpoints"] == "[]"  # type: ignore
     assert out.app_status == ActiveStatus("")
diff --git a/tests/unit/test_haproxy_service.py b/tests/unit/test_haproxy_service.py
index 00bea3a59..930a1412f 100644
--- a/tests/unit/test_haproxy_service.py
+++ b/tests/unit/test_haproxy_service.py
@@ -2,6 +2,7 @@
 # See LICENSE file for licensing details.
 
 """Unit tests for charm file."""
+
 from unittest.mock import MagicMock
 
 import pytest
diff --git a/tests/unit/test_state.py b/tests/unit/test_state.py
index 8154594ff..d181a0414 100644
--- a/tests/unit/test_state.py
+++ b/tests/unit/test_state.py
@@ -37,9 +37,9 @@
 
 
 @pytest.fixture(scope="module", name="haproxy_route_tcp_relation_data")
-def haproxy_route_tcp_relation_data_fixture() -> (
-    typing.Callable[[int], HaproxyRouteTcpRequirersData]
-):
+def haproxy_route_tcp_relation_data_fixture() -> typing.Callable[
+    [int], HaproxyRouteTcpRequirersData
+]:
     """Mock systemd lib methods."""
 
     def generate_requirer_data(port: int) -> HaproxyRouteTcpRequirersData:
diff --git a/tox.ini b/tox.ini
deleted file mode 100644
index e204d1b81..000000000
--- a/tox.ini
+++ /dev/null
@@ -1,120 +0,0 @@
-# Copyright 2025 Canonical Ltd.
-# See LICENSE file for licensing details.
-
-[tox]
-skipsdist=True
-skip_missing_interpreters = True
-envlist = lint, unit, static, coverage-report
-
-[vars]
-src_path = {toxinidir}/src/
-tst_path = {toxinidir}/tests/
-;lib_path = {toxinidir}/lib/charms/operator_name_with_underscores
-all_path = {[vars]src_path} {[vars]tst_path} {toxinidir}/lib/charms/haproxy/v1 {toxinidir}/lib/charms/haproxy/v0
-
-[testenv]
-setenv =
-  PYTHONPATH = {toxinidir}:{toxinidir}/lib:{[vars]src_path}
-  PYTHONBREAKPOINT=ipdb.set_trace
-  PY_COLORS=1
-passenv =
-  PYTHONPATH
-  CHARM_BUILD_DIR
-  MODEL_SETTINGS
-
-[testenv:fmt]
-description = Apply coding style standards to code
-deps =
-    black
-    isort
-commands =
-    isort {[vars]all_path}
-    black {[vars]all_path}
-
-[testenv:lint]
-description = Check code against coding style standards
-deps =
-    black
-    codespell
-    flake8
-    flake8-builtins
-    flake8-copyright
-    flake8-docstrings>=1.6.0
-    flake8-docstrings-complete>=1.0.3
-    flake8-test-docs>=1.0
-    isort
-    jubilant==1.1.1
-    mypy
-    pep8-naming
-    pydocstyle>=2.10
-    pylint
-    pylint-pydantic
-    pyproject-flake8
-    pytest
-    pytest-asyncio
-    pytest-operator
-    requests
-    snowballstemmer<3.0.0
-    types-PyYAML
-    types-requests
-    ops[testing]
-    -r{toxinidir}/requirements.txt
-commands =
-    pydocstyle {[vars]src_path}
-    # uncomment the following line if this charm owns a lib
-    # codespell {[vars]lib_path}
-    codespell {toxinidir} --skip {toxinidir}/.git --skip {toxinidir}/.tox \
-      --skip {toxinidir}/build --skip {toxinidir}/lib --skip {toxinidir}/venv \
-      --skip {toxinidir}/.mypy_cache --skip {toxinidir}/icon.svg --skip {toxinidir}/src/grafana_dashboards/haproxy.json
-    # pflake8 wrapper supports config from pyproject.toml
-    pflake8 {[vars]all_path} --ignore=W503
-    isort --check-only --diff {[vars]all_path}
-    black --check --diff {[vars]all_path}
-    mypy {[vars]all_path}
-    pylint --load-plugins pylint_pydantic {[vars]all_path}
-
-[testenv:unit]
-description = Run unit tests
-deps =
-    coverage[toml]
-    ops[testing]
-    pytest
-    -r{toxinidir}/requirements.txt
-commands =
-    coverage run --source={[vars]src_path},{toxinidir}/lib/charms/haproxy/v1/,{[vars]src_path},{toxinidir}/lib/charms/haproxy/v0/ \
-        -m pytest --ignore={[vars]tst_path}integration -v --tb native --log-cli-level=INFO -s {posargs}
-    coverage report
-
-[testenv:coverage-report]
-description = Create test coverage report
-deps =
-    coverage[toml]
-    pytest
-    -r{toxinidir}/requirements.txt
-commands =
-    coverage report
-
-[testenv:static]
-description = Run static analysis tests
-deps =
-    bandit[toml]
-    -r{toxinidir}/requirements.txt
-commands =
-    bandit -c {toxinidir}/pyproject.toml -r {[vars]src_path} {[vars]tst_path}
-
-[testenv:integration]
-description = Run integration tests
-deps =
-    -r{toxinidir}/requirements.txt
-    allure-pytest>=2.8.18
-    git+https://github.com/canonical/data-platform-workflows@v24.0.0\#subdirectory=python/pytest_plugins/allure_pytest_collection_report
-    jubilant==1.1.1
-    juju==3.6.1.0
-    protobuf==3.20.3
-    pydantic
-    pytest
-    pytest-asyncio
-    pytest-operator
-    websockets<14.0 # https://github.com/juju/python-libjuju/issues/1184
-commands =
-    pytest -v --tb native --ignore={[vars]tst_path}unit --log-cli-level=INFO -s {posargs}
diff --git a/tox.toml b/tox.toml
new file mode 100644
index 000000000..1c232a9c7
--- /dev/null
+++ b/tox.toml
@@ -0,0 +1,136 @@
+# Copyright 2025 Canonical Ltd.
+# See LICENSE file for licensing details.
+
+skipsdist = true
+skip_missing_interpreters = true
+envlist = [ "lint", "unit", "static", "coverage-report" ]
+requires = [ "tox>=4.21" ]
+no_package = true
+
+[env_run_base]
+passenv = [ "PYTHONPATH", "CHARM_BUILD_DIR", "MODEL_SETTINGS" ]
+runner = "uv-venv-lock-runner"
+
+[env_run_base.setenv]
+PYTHONPATH = "{toxinidir}:{toxinidir}/lib:{[vars]src_path}"
+PYTHONBREAKPOINT = "ipdb.set_trace"
+PY_COLORS = "1"
+
+[env.fmt]
+description = "Apply coding style standards to code"
+commands = [
+  [
+    "ruff",
+    "check",
+    "--fix",
+    "--fix-only",
+    { replace = "ref", of = [
+      "vars",
+      "all_path",
+    ], extend = true },
+  ],
+  [
+    "ruff",
+    "format",
+    { replace = "ref", of = [
+      "vars",
+      "all_path",
+    ], extend = true },
+  ],
+]
+dependency_groups = [ "fmt" ]
+
+[env.lint]
+description = "Check code against coding style standards"
+commands = [
+  [
+    "codespell",
+    "{toxinidir}",
+  ],
+  [
+    "ruff",
+    "format",
+    "--check",
+    "--diff",
+    { replace = "ref", of = [
+      "vars",
+      "all_path",
+    ], extend = true },
+  ],
+  [
+    "ruff",
+    "check",
+    { replace = "ref", of = [
+      "vars",
+      "all_path",
+    ], extend = true },
+  ],
+  [
+    "mypy",
+    { replace = "ref", of = [
+      "vars",
+      "all_path",
+    ], extend = true },
+  ],
+]
+dependency_groups = [ "lint" ]
+
+[env.unit]
+description = "Run unit tests"
+commands = [
+  [
+    "coverage",
+    "run",
+    "--source={[vars]src_path},{toxinidir}/lib/charms/haproxy/v1/,{[vars]src_path},{toxinidir}/lib/charms/haproxy/v0/",
+    "-m",
+    "pytest",
+    "--ignore={[vars]tst_path}integration",
+    "-v",
+    "--tb",
+    "native",
+    "--log-cli-level=INFO",
+    "-s",
+    { replace = "posargs", extend = "true" },
+  ],
+  [
+    "coverage",
+    "report",
+  ],
+]
+dependency_groups = [ "unit" ]
+
+[env.coverage-report]
+description = "Create test coverage report"
+commands = [ [ "coverage", "report" ] ]
+dependency_groups = [ "coverage-report" ]
+
+[env.static]
+description = "Run static analysis tests"
+commands = [ [ "bandit", "-c", "{toxinidir}/pyproject.toml", "-r", "{[vars]src_path}", "{[vars]tst_path}" ] ]
+dependency_groups = [ "static" ]
+
+[env.integration]
+description = "Run integration tests"
+commands = [
+  [
+    "pytest",
+    "-v",
+    "--tb",
+    "native",
+    "--ignore={[vars]tst_path}unit",
+    "--log-cli-level=INFO",
+    "-s",
+    { replace = "posargs", extend = "true" },
+  ],
+]
+dependency_groups = [ "integration" ]
+
+[vars]
+src_path = "{toxinidir}/src/"
+tst_path = "{toxinidir}/tests/"
+all_path = [
+  "{toxinidir}/src/",
+  "{toxinidir}/tests/",
+  "{toxinidir}/lib/charms/haproxy/v1",
+  "{toxinidir}/lib/charms/haproxy/v0",
+]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 000000000..920cac006
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1870 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[[package]]
+name = "allure-pytest"
+version = "2.15.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "allure-python-commons" },
+    { name = "pytest" },
+]
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