diff --git a/modules/__init__.py b/modules/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/modules/programming/__init__.py b/modules/programming/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/modules/programming/module_programming_apted/pyproject.toml b/modules/programming/module_programming_apted/pyproject.toml
index 195724d2..ac3ef5ab 100644
--- a/modules/programming/module_programming_apted/pyproject.toml
+++ b/modules/programming/module_programming_apted/pyproject.toml
@@ -13,7 +13,6 @@ athena = { git = "https://github.com/ls1intum/Athena.git", rev = "ccd00cf8346e76
 apted = "^1.0.3"
 antlr4-python3-runtime = "^4.13.1"
 javalang = {git = "https://github.com/c2nes/javalang"}
-#pydantic = "1.10.13"
 
 [tool.poetry.group.dev.dependencies]
 types-requests = "^2.31.0.8"
diff --git a/modules/programming/module_programming_winnowing/__init__.py b/modules/programming/module_programming_winnowing/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/modules/programming/module_programming_winnowing/poetry.lock b/modules/programming/module_programming_winnowing/poetry.lock
index 286203fa..0a705fcd 100644
--- a/modules/programming/module_programming_winnowing/poetry.lock
+++ b/modules/programming/module_programming_winnowing/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "antlr4-python3-runtime"
@@ -31,6 +31,17 @@ doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)",
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
 trio = ["trio (>=0.26.1)"]
 
+[[package]]
+name = "astroid"
+version = "3.3.5"
+description = "An abstract syntax tree for Python with inference support."
+optional = false
+python-versions = ">=3.9.0"
+files = [
+    {file = "astroid-3.3.5-py3-none-any.whl", hash = "sha256:a9d1c946ada25098d790e079ba2a1b112157278f3fb7e718ae6a9252f5835dc8"},
+    {file = "astroid-3.3.5.tar.gz", hash = "sha256:5cfc40ae9f68311075d27ef68a4841bdc5cc7f6cf86671b49f00607d30188e2d"},
+]
+
 [[package]]
 name = "athena"
 version = "1.0.0"
@@ -91,6 +102,32 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "dill"
+version = "0.3.9"
+description = "serialize all of Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "dill-0.3.9-py3-none-any.whl", hash = "sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a"},
+    {file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
+]
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+profile = ["gprof2dot (>=2022.7.29)"]
+
+[[package]]
+name = "dodgy"
+version = "0.2.1"
+description = "Dodgy: Searches for dodgy looking lines in Python code"
+optional = false
+python-versions = "*"
+files = [
+    {file = "dodgy-0.2.1-py3-none-any.whl", hash = "sha256:51f54c0fd886fa3854387f354b19f429d38c04f984f38bc572558b703c0542a6"},
+    {file = "dodgy-0.2.1.tar.gz", hash = "sha256:28323cbfc9352139fdd3d316fa17f325cc0e9ac74438cbba51d70f9b48f86c3a"},
+]
+
 [[package]]
 name = "fastapi"
 version = "0.109.2"
@@ -110,6 +147,36 @@ typing-extensions = ">=4.8.0"
 [package.extras]
 all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 
+[[package]]
+name = "flake8"
+version = "7.1.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+optional = false
+python-versions = ">=3.8.1"
+files = [
+    {file = "flake8-7.1.1-py2.py3-none-any.whl", hash = "sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213"},
+    {file = "flake8-7.1.1.tar.gz", hash = "sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38"},
+]
+
+[package.dependencies]
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.12.0,<2.13.0"
+pyflakes = ">=3.2.0,<3.3.0"
+
+[[package]]
+name = "flake8-polyfill"
+version = "1.0.2"
+description = "Polyfill package for Flake8 plugins"
+optional = false
+python-versions = "*"
+files = [
+    {file = "flake8-polyfill-1.0.2.tar.gz", hash = "sha256:e44b087597f6da52ec6393a709e7108b2905317d0c0b744cdca6208e670d8eda"},
+    {file = "flake8_polyfill-1.0.2-py2.py3-none-any.whl", hash = "sha256:12be6a34ee3ab795b19ca73505e7b55826d5f6ad7230d31b18e106400169b9e9"},
+]
+
+[package.dependencies]
+flake8 = "*"
+
 [[package]]
 name = "gitdb"
 version = "4.0.11"
@@ -297,6 +364,20 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "isort"
+version = "5.13.2"
+description = "A Python utility / library to sort Python imports."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
+    {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "joblib"
 version = "1.4.2"
@@ -308,6 +389,17 @@ files = [
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
+[[package]]
+name = "mccabe"
+version = "0.7.0"
+description = "McCabe checker, plugin for flake8"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
+    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
+]
+
 [[package]]
 name = "mypy"
 version = "1.13.0"
@@ -396,6 +488,85 @@ plot = ["matplotlib"]
 tgrep = ["pyparsing"]
 twitter = ["twython"]
 
+[[package]]
+name = "packaging"
+version = "24.2"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
+    {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
+]
+
+[[package]]
+name = "pep8-naming"
+version = "0.10.0"
+description = "Check PEP-8 naming conventions, plugin for flake8"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pep8-naming-0.10.0.tar.gz", hash = "sha256:f3b4a5f9dd72b991bf7d8e2a341d2e1aa3a884a769b5aaac4f56825c1763bf3a"},
+    {file = "pep8_naming-0.10.0-py2.py3-none-any.whl", hash = "sha256:5d9f1056cb9427ce344e98d1a7f5665710e2f20f748438e308995852cfa24164"},
+]
+
+[package.dependencies]
+flake8-polyfill = ">=1.0.2,<2"
+
+[[package]]
+name = "platformdirs"
+version = "4.3.6"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
+]
+
+[package.extras]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
+
+[[package]]
+name = "prospector"
+version = "1.13.3"
+description = "Prospector is a tool to analyse Python code by aggregating the result of other tools."
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "prospector-1.13.3-py3-none-any.whl", hash = "sha256:e7261c222ba54bc8aef8c9e31b2dcf5ed2a656c9b76fc0cceab294cd5ec3db6b"},
+    {file = "prospector-1.13.3.tar.gz", hash = "sha256:36ccb13f69aa27c5c4682afd4cc46219b9e0c80723e30dc64ff30c71f7b877a1"},
+]
+
+[package.dependencies]
+dodgy = ">=0.2.1,<0.3.0"
+GitPython = ">=3.1.27,<4.0.0"
+mccabe = ">=0.7.0,<0.8.0"
+packaging = "*"
+pep8-naming = ">=0.3.3,<=0.10.0"
+pycodestyle = ">=2.9.0"
+pydocstyle = ">=2.0.0"
+pyflakes = ">=2.2.0"
+pylint = ">=3.0"
+pylint-celery = "0.3"
+pylint-django = ">=2.6.1"
+pylint-flask = "0.6"
+PyYAML = "*"
+requirements-detector = ">=1.3.2"
+setoptconf-tmp = ">=0.3.1,<0.4.0"
+toml = ">=0.10.2,<0.11.0"
+
+[package.extras]
+with-bandit = ["bandit (>=1.5.1)"]
+with-everything = ["bandit (>=1.5.1)", "mypy (>=0.600)", "pyright (>=1.1.3)", "pyroma (>=2.4)", "ruff", "vulture (>=1.5)"]
+with-mypy = ["mypy (>=0.600)"]
+with-pyright = ["pyright (>=1.1.3)"]
+with-pyroma = ["pyroma (>=2.4)"]
+with-ruff = ["ruff"]
+with-vulture = ["vulture (>=1.5)"]
+
 [[package]]
 name = "psycopg2"
 version = "2.9.10"
@@ -414,49 +585,67 @@ files = [
     {file = "psycopg2-2.9.10.tar.gz", hash = "sha256:12ec0b40b0273f95296233e8750441339298e6a572f7039da5b260e3c8b60e11"},
 ]
 
+[[package]]
+name = "pycodestyle"
+version = "2.12.1"
+description = "Python style guide checker"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"},
+    {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"},
+]
+
 [[package]]
 name = "pydantic"
-version = "1.10.13"
+version = "1.10.17"
 description = "Data validation and settings management using python type hints"
 optional = false
 python-versions = ">=3.7"
 files = [
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 dotenv = ["python-dotenv (>=0.10.4)"]
 email = ["email-validator (>=1.0.3)"]
 
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+    {file = "PyYAML-6.0.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0b69e4ce7a131fe56b7e4d770c67429700908fc0752af059838b1cfb41960e4e"},
+    {file = "PyYAML-6.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a9f8c2e67970f13b16084e04f134610fd1d374bf477b17ec1599185cf611d725"},
+    {file = "PyYAML-6.0.2-cp39-cp39-win32.whl", hash = "sha256:6395c297d42274772abc367baaa79683958044e5d3835486c16da75d2a694631"},
+    {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
+    {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
+]
+
 [[package]]
 name = "regex"
 version = "2024.11.6"
@@ -569,6 +932,47 @@ files = [
     {file = "regex-2024.11.6.tar.gz", hash = "sha256:7ab159b063c52a0333c884e4679f8d7a85112ee3078fe3d9004b2dd875585519"},
 ]
 
+[[package]]
+name = "requirements-detector"
+version = "1.3.2"
+description = "Python tool to find and list requirements of a Python project"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "requirements_detector-1.3.2-py3-none-any.whl", hash = "sha256:e7595a32a21e5273dd54d3727bfef4591bbb96de341f6d95c9671981440876ee"},
+    {file = "requirements_detector-1.3.2.tar.gz", hash = "sha256:af5a3ea98ca703d14cf7b66751b2aeb3656d02d9e5fc1c97d7d4da02b057b601"},
+]
+
+[package.dependencies]
+astroid = ">=3.0,<4.0"
+packaging = ">=21.3"
+semver = ">=3.0.0,<4.0.0"
+
+[[package]]
+name = "semver"
+version = "3.0.2"
+description = "Python helper for Semantic Versioning (https://semver.org)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "semver-3.0.2-py3-none-any.whl", hash = "sha256:b1ea4686fe70b981f85359eda33199d60c53964284e0cfb4977d243e37cf4bf4"},
+    {file = "semver-3.0.2.tar.gz", hash = "sha256:6253adb39c70f6e51afed2fa7152bcd414c411286088fb4b9effb133885ab4cc"},
+]
+
+[[package]]
+name = "setoptconf-tmp"
+version = "0.3.1"
+description = "A module for retrieving program settings from various sources in a consistant method."
+optional = false
+python-versions = "*"
+files = [
+    {file = "setoptconf-tmp-0.3.1.tar.gz", hash = "sha256:e0480addd11347ba52f762f3c4d8afa3e10ad0affbc53e3ffddc0ca5f27d5778"},
+    {file = "setoptconf_tmp-0.3.1-py3-none-any.whl", hash = "sha256:76035d5cd1593d38b9056ae12d460eca3aaa34ad05c315b69145e138ba80a745"},
+]
+
+[package.extras]
+yaml = ["pyyaml"]
+
 [[package]]
 name = "smmap"
 version = "5.0.1"
@@ -591,6 +995,17 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[[package]]
+name = "snowballstemmer"
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+optional = false
+python-versions = "*"
+files = [
+    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
+    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+]
+
 [[package]]
 name = "sqlalchemy"
 version = "2.0.36"
@@ -704,6 +1119,28 @@ anyio = ">=3.4.0,<5"
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
 
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+
+[[package]]
+name = "tomlkit"
+version = "0.13.2"
+description = "Style preserving TOML library"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
+]
+
 [[package]]
 name = "tqdm"
 version = "4.67.1"
@@ -757,4 +1194,4 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.*"
-content-hash = "6ce39d9c69c8a07043c42ee7a6979cf9093687da4e6e46f1a2166d3a8067177a"
+content-hash = "b80e6827e531b9b3c07a6af536842095fc6e2ca7f2131b341a1cfdc3f92b48d6"
diff --git a/modules/programming/module_programming_winnowing/pyproject.toml b/modules/programming/module_programming_winnowing/pyproject.toml
index f8de24aa..862b0303 100644
--- a/modules/programming/module_programming_winnowing/pyproject.toml
+++ b/modules/programming/module_programming_winnowing/pyproject.toml
@@ -10,7 +10,10 @@ python = "3.11.*"
 athena = { git = "https://github.com/ls1intum/Athena.git", rev = "ccd00cf8346e76738a66e7f4cf04c84aa4cb4378", subdirectory = "athena"}
 nltk = "^3.6.5"
 antlr4-python3-runtime = "^4.13.1"
-pydantic = "1.10.13"
+
+[tool.poetry.group.dev.dependencies]
+pydantic = "1.10.17"
+prospector = "^1.10.2"
 
 [tool.poetry.scripts]
 module = "athena:run_module"