diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000..457961bd
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,10 @@
+repos:
+  - repo: https://github.com/psf/black
+    rev: 24.4.2
+    hooks:
+      - id: black
+        language_version: python3.9
+  - repo: https://github.com/pycqa/flake8
+    rev: 7.0.0
+    hooks:
+      - id: flake8
diff --git a/poetry.lock b/poetry.lock
index cd0799a3..3bd1ca8b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -282,6 +282,17 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+description = "Validate configuration and produce human readable error messages."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
+    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -479,6 +490,17 @@ files = [
     {file = "decorator-4.4.2.tar.gz", hash = "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"},
 ]
 
+[[package]]
+name = "distlib"
+version = "0.3.8"
+description = "Distribution utilities"
+optional = false
+python-versions = "*"
+files = [
+    {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
+    {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -761,6 +783,20 @@ testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gr
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
+[[package]]
+name = "identify"
+version = "2.6.0"
+description = "File identification library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "identify-2.6.0-py2.py3-none-any.whl", hash = "sha256:e79ae4406387a9d300332b5fd366d8994f1525e8414984e1a59e058b2eda2dd0"},
+    {file = "identify-2.6.0.tar.gz", hash = "sha256:cb171c685bdc31bcc4c1734698736a7d5b6c8bf2e0c15117f4d469c8640ae5cf"},
+]
+
+[package.extras]
+license = ["ukkonen"]
+
 [[package]]
 name = "idna"
 version = "3.7"
@@ -1616,6 +1652,17 @@ doc = ["nb2plots (>=0.7)", "nbconvert (<7.9)", "numpydoc (>=1.6)", "pillow (>=9.
 extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "nodeenv"
+version = "1.9.1"
+description = "Node.js virtual environment builder"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
+    {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
+]
+
 [[package]]
 name = "nptyping"
 version = "2.5.0"
@@ -2124,6 +2171,24 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "pre-commit"
+version = "3.8.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"},
+    {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"},
+]
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "proglog"
 version = "0.1.10"
@@ -3464,6 +3529,26 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.26.3"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
+    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
 [[package]]
 name = "watchdog"
 version = "4.0.1"
@@ -3537,4 +3622,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "dcfbb136239868e45fa3aa41e87653e9e7f8174e2ed4ccfab03b3a391f9a16c5"
+content-hash = "d42117f2f0150ad2fc3cde5913d985b8d8059e4606c77860b80fac76b655800e"
diff --git a/pyproject.toml b/pyproject.toml
index 59d4c723..e56d77de 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,6 +62,7 @@ mkdocstrings = {extras = ["python"], version = "^0.23.0"}
 mkdocs-material = "^9.4.2"
 types-tabulate = "^0.9.0.20240106"
 scikit-image = "<0.23.1"
+pre-commit = "^3.8.0"
 
 [tool.pytest.ini_options]
 log_cli = true
diff --git a/vision_agent/clients/http.py b/vision_agent/clients/http.py
index 6cd37654..a041952f 100644
--- a/vision_agent/clients/http.py
+++ b/vision_agent/clients/http.py
@@ -13,7 +13,9 @@ class BaseHTTP:
     _TIMEOUT = 30  # seconds
     _MAX_RETRIES = 3
 
-    def __init__(self, base_endpoint: str, *, headers: Optional[Dict[str, Any]] = None) -> None:
+    def __init__(
+        self, base_endpoint: str, *, headers: Optional[Dict[str, Any]] = None
+    ) -> None:
         self._headers = headers
         if headers is None:
             self._headers = {
@@ -22,16 +24,16 @@ def __init__(self, base_endpoint: str, *, headers: Optional[Dict[str, Any]] = No
         self._base_endpoint = base_endpoint
         self._session = Session()
         self._session.headers.update(self._headers)
-        self._session.mount(self._base_endpoint, HTTPAdapter(max_retries=self._MAX_RETRIES))
+        self._session.mount(
+            self._base_endpoint, HTTPAdapter(max_retries=self._MAX_RETRIES)
+        )
 
     def post(self, url: str, payload: Dict[str, Any]) -> None:
         formatted_url = f"{self._base_endpoint}/{url}"
         _LOGGER.info(f"Sending data to {formatted_url}")
         try:
             response = self._session.post(
-                url=formatted_url,
-                json=payload,
-                timeout=self._TIMEOUT
+                url=formatted_url, json=payload, timeout=self._TIMEOUT
             )
             response.raise_for_status()
             _LOGGER.info(json.dumps(response.json()))
diff --git a/vision_agent/clients/landing_public_api.py b/vision_agent/clients/landing_public_api.py
index 846ea935..c62faa33 100644
--- a/vision_agent/clients/landing_public_api.py
+++ b/vision_agent/clients/landing_public_api.py
@@ -20,7 +20,7 @@ def launch_fine_tuning_job(
         url = "v1/agent/jobs/fine-tuning"
         data = {
             "model": {"name": model_name, "task": task},
-            "bboxes": [bbox.model_dump(by_alias=True) for bbox in bboxes]
+            "bboxes": [bbox.model_dump(by_alias=True) for bbox in bboxes],
         }
         response = self.post(url, payload=data)
         return UUID(response["jobId"])