diff --git a/backend/api/tasks/resources.py b/backend/api/tasks/resources.py
index 5505247e5c..504ba9e56c 100644
--- a/backend/api/tasks/resources.py
+++ b/backend/api/tasks/resources.py
@@ -180,7 +180,7 @@ def delete(self, project_id):
         tasks_ids = request.get_json().get("tasks")
         if tasks_ids is None:
             return {"Error": "Tasks ids not provided", "SubCode": "InvalidData"}, 400
-        if type(tasks_ids) != list:
+        if isinstance(tasks_ids, list) is False:
             return {
                 "Error": "Tasks were not provided as a list",
                 "SubCode": "InvalidData",
diff --git a/backend/models/dtos/project_dto.py b/backend/models/dtos/project_dto.py
index 55b8a739f6..7902f1fa9c 100644
--- a/backend/models/dtos/project_dto.py
+++ b/backend/models/dtos/project_dto.py
@@ -29,7 +29,7 @@
 
 def is_known_project_status(value):
     """Validates that Project Status is known value"""
-    if type(value) == list:
+    if isinstance(value, list):
         return  # Don't validate the entire list, just the individual values
 
     try:
@@ -55,7 +55,7 @@ def is_known_project_priority(value):
 
 def is_known_mapping_type(value):
     """Validates Mapping Type is known value"""
-    if type(value) == list:
+    if isinstance(value, list):
         return  # Don't validate the entire list, just the individual values
 
     try:
@@ -70,7 +70,7 @@ def is_known_mapping_type(value):
 
 def is_known_editor(value):
     """Validates Editor is known value"""
-    if type(value) == list:
+    if isinstance(value, list):
         return  # Don't validate the entire list, just the individual values
 
     try:
diff --git a/backend/models/postgis/task.py b/backend/models/postgis/task.py
index 3e1f8c61bc..6bd682c8b0 100644
--- a/backend/models/postgis/task.py
+++ b/backend/models/postgis/task.py
@@ -1057,7 +1057,7 @@ def as_dto(
         task_dto.task_history = task_history
         task_dto.last_updated = last_updated if last_updated else None
         task_dto.auto_unlock_seconds = Task.auto_unlock_delta().total_seconds()
-        task_dto.comments_number = comments if type(comments) == int else None
+        task_dto.comments_number = comments if isinstance(comments, int) else None
         return task_dto
 
     def as_dto_with_instructions(self, preferred_locale: str = "en") -> TaskDTO:
diff --git a/pdm.lock b/pdm.lock
index ab89a9fe4a..fea6a7a2f4 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -1,6 +1,13 @@
 # This file is @generated by PDM.
 # It is not intended for manual editing.
 
+[metadata]
+groups = ["default", "dev", "lint", "test"]
+cross_platform = true
+static_urls = false
+lock_version = "4.3"
+content_hash = "sha256:0560ba1412ccf4cadbf2edfd151ad62f796520abae4497f1a886fd7b64f666b6"
+
 [[package]]
 name = "alembic"
 version = "1.11.1"
@@ -11,11 +18,19 @@ dependencies = [
     "SQLAlchemy>=1.3.0",
     "typing-extensions>=4",
 ]
+files = [
+    {file = "alembic-1.11.1-py3-none-any.whl", hash = "sha256:dc871798a601fab38332e38d6ddb38d5e734f60034baeb8e2db5b642fccd8ab8"},
+    {file = "alembic-1.11.1.tar.gz", hash = "sha256:6a810a6b012c88b33458fceb869aef09ac75d6ace5291915ba7fae44de372c01"},
+]
 
 [[package]]
 name = "aniso8601"
 version = "9.0.1"
 summary = "A library for parsing ISO 8601 strings."
+files = [
+    {file = "aniso8601-9.0.1-py2.py3-none-any.whl", hash = "sha256:1d2b7ef82963909e93c4f24ce48d4de9e66009a21bf1c1e1c85bdd0812fe412f"},
+    {file = "aniso8601-9.0.1.tar.gz", hash = "sha256:72e3117667eedf66951bb2d93f4296a56b94b078a8a95905a052611fb3f1b973"},
+]
 
 [[package]]
 name = "apscheduler"
@@ -28,6 +43,10 @@ dependencies = [
     "six>=1.4.0",
     "tzlocal!=3.*,>=2.0",
 ]
+files = [
+    {file = "APScheduler-3.10.1-py3-none-any.whl", hash = "sha256:e813ad5ada7aff36fb08cdda746b520531eaac7757832abc204868ba78e0c8f6"},
+    {file = "APScheduler-3.10.1.tar.gz", hash = "sha256:0293937d8f6051a0f493359440c1a1b93e882c57daf0197afeff0e727777b96e"},
+]
 
 [[package]]
 name = "black"
@@ -43,6 +62,25 @@ dependencies = [
     "tomli>=1.1.0; python_version < \"3.11\"",
     "typing-extensions>=3.10.0.0; python_version < \"3.10\"",
 ]
+files = [
+    {file = "black-23.3.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:0945e13506be58bf7db93ee5853243eb368ace1c08a24c65ce108986eac65915"},
+    {file = "black-23.3.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:67de8d0c209eb5b330cce2469503de11bca4085880d62f1628bd9972cc3366b9"},
+    {file = "black-23.3.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:7c3eb7cea23904399866c55826b31c1f55bbcd3890ce22ff70466b907b6775c2"},
+    {file = "black-23.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:32daa9783106c28815d05b724238e30718f34155653d4d6e125dc7daec8e260c"},
+    {file = "black-23.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:35d1381d7a22cc5b2be2f72c7dfdae4072a3336060635718cc7e1ede24221d6c"},
+    {file = "black-23.3.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:a8a968125d0a6a404842fa1bf0b349a568634f856aa08ffaff40ae0dfa52e7c6"},
+    {file = "black-23.3.0-cp311-cp311-macosx_10_16_universal2.whl", hash = "sha256:c7ab5790333c448903c4b721b59c0d80b11fe5e9803d8703e84dcb8da56fec1b"},
+    {file = "black-23.3.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:a6f6886c9869d4daae2d1715ce34a19bbc4b95006d20ed785ca00fa03cba312d"},
+    {file = "black-23.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f3c333ea1dd6771b2d3777482429864f8e258899f6ff05826c3a4fcc5ce3f70"},
+    {file = "black-23.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:11c410f71b876f961d1de77b9699ad19f939094c3a677323f43d7a29855fe326"},
+    {file = "black-23.3.0-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:3238f2aacf827d18d26db07524e44741233ae09a584273aa059066d644ca7b30"},
+    {file = "black-23.3.0-cp39-cp39-macosx_10_16_universal2.whl", hash = "sha256:f0bd2f4a58d6666500542b26354978218a9babcdc972722f4bf90779524515f3"},
+    {file = "black-23.3.0-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:92c543f6854c28a3c7f39f4d9b7694f9a6eb9d3c5e2ece488c327b6e7ea9b266"},
+    {file = "black-23.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a150542a204124ed00683f0db1f5cf1c2aaaa9cc3495b7a3b5976fb136090ab"},
+    {file = "black-23.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:6b39abdfb402002b8a7d030ccc85cf5afff64ee90fa4c5aebc531e3ad0175ddb"},
+    {file = "black-23.3.0-py3-none-any.whl", hash = "sha256:ec751418022185b0c1bb7d7736e6933d40bbb14c14a0abcf9123d1b159f98dd4"},
+    {file = "black-23.3.0.tar.gz", hash = "sha256:1c7b8d606e728a41ea1ccbd7264677e494e87cf630e399262ced92d4a8dac940"},
+]
 
 [[package]]
 name = "bleach"
@@ -53,24 +91,40 @@ dependencies = [
     "six>=1.9.0",
     "webencodings",
 ]
+files = [
+    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
+    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
+]
 
 [[package]]
 name = "blinker"
 version = "1.6.2"
 requires_python = ">=3.7"
 summary = "Fast, simple object-to-object and broadcast signaling"
+files = [
+    {file = "blinker-1.6.2-py3-none-any.whl", hash = "sha256:c3d739772abb7bc2860abf5f2ec284223d9ad5c76da018234f6f50d6f31ab1f0"},
+    {file = "blinker-1.6.2.tar.gz", hash = "sha256:4afd3de66ef3a9f8067559fb7a1cbe555c17dcbe15971b05d1b625c3e7abe213"},
+]
 
 [[package]]
 name = "cachetools"
 version = "5.3.1"
 requires_python = ">=3.7"
 summary = "Extensible memoizing collections and decorators"
+files = [
+    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
+    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
+]
 
 [[package]]
 name = "certifi"
 version = "2023.5.7"
 requires_python = ">=3.6"
 summary = "Python package for providing Mozilla's CA Bundle."
+files = [
+    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
+    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+]
 
 [[package]]
 name = "cffi"
@@ -79,12 +133,96 @@ summary = "Foreign Function Interface for Python calling C code."
 dependencies = [
     "pycparser",
 ]
+files = [
+    {file = "cffi-1.15.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d39875251ca8f612b6f33e6b1195af86d1b3e60086068be9cc053aa4376e21"},
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 [[package]]
 name = "charset-normalizer"
 version = "3.1.0"
 requires_python = ">=3.7.0"
 summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+files = [
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 [[package]]
 name = "click"
@@ -94,34 +232,84 @@ summary = "Composable command line interface toolkit"
 dependencies = [
     "colorama; platform_system == \"Windows\"",
 ]
+files = [
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 version = "0.4.6"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 summary = "Cross-platform colored terminal text."
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 version = "7.2.7"
 requires_python = ">=3.7"
 summary = "Code coverage measurement for Python"
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 [[package]]
 name = "exceptiongroup"
 version = "1.1.1"
 requires_python = ">=3.7"
 summary = "Backport of PEP 654 (exception groups)"
+files = [
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+]
 
 [[package]]
 name = "flake8"
-version = "6.0.0"
+version = "6.1.0"
 requires_python = ">=3.8.1"
 summary = "the modular source code checker: pep8 pyflakes and co"
 dependencies = [
     "mccabe<0.8.0,>=0.7.0",
-    "pycodestyle<2.11.0,>=2.10.0",
-    "pyflakes<3.1.0,>=3.0.0",
+    "pycodestyle<2.12.0,>=2.11.0",
+    "pyflakes<3.2.0,>=3.1.0",
+]
+files = [
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 ]
 
 [[package]]
@@ -137,6 +325,10 @@ dependencies = [
     "importlib-metadata>=3.6.0; python_version < \"3.10\"",
     "itsdangerous>=2.1.2",
 ]
+files = [
+    {file = "Flask-2.3.2-py3-none-any.whl", hash = "sha256:77fd4e1249d8c9923de34907236b747ced06e5467ecac1a7bb7115ae0e9670b0"},
+    {file = "Flask-2.3.2.tar.gz", hash = "sha256:8c2f9abd47a9e8df7f0c3f091ce9497d011dc3b31effcf4c85a6e2b50f4114ef"},
+]
 
 [[package]]
 name = "flask-cors"
@@ -145,6 +337,10 @@ summary = "A Flask extension adding a decorator for CORS support"
 dependencies = [
     "Flask>=0.9",
 ]
+files = [
+    {file = "Flask-Cors-4.0.0.tar.gz", hash = "sha256:f268522fcb2f73e2ecdde1ef45e2fd5c71cc48fe03cffb4b441c6d1b40684eb0"},
+    {file = "Flask_Cors-4.0.0-py2.py3-none-any.whl", hash = "sha256:bc3492bfd6368d27cfe79c7821df5a8a319e1a6d5eab277a3794be19bdc51783"},
+]
 
 [[package]]
 name = "flask-httpauth"
@@ -153,6 +349,10 @@ summary = "HTTP authentication for Flask routes"
 dependencies = [
     "flask",
 ]
+files = [
+    {file = "Flask-HTTPAuth-4.8.0.tar.gz", hash = "sha256:66568a05bc73942c65f1e2201ae746295816dc009edd84b482c44c758d75097a"},
+    {file = "Flask_HTTPAuth-4.8.0-py3-none-any.whl", hash = "sha256:a58fedd09989b9975448eef04806b096a3964a7feeebc0a78831ff55685b62b0"},
+]
 
 [[package]]
 name = "flask-mail"
@@ -162,6 +362,9 @@ dependencies = [
     "Flask",
     "blinker",
 ]
+files = [
+    {file = "Flask-Mail-0.9.1.tar.gz", hash = "sha256:22e5eb9a940bf407bcf30410ecc3708f3c56cc44b29c34e1726fe85006935f41"},
+]
 
 [[package]]
 name = "flask-migrate"
@@ -173,6 +376,10 @@ dependencies = [
     "Flask>=0.9",
     "alembic>=1.9.0",
 ]
+files = [
+    {file = "Flask-Migrate-4.0.4.tar.gz", hash = "sha256:73293d40b10ac17736e715b377e7b7bde474cb8105165d77474df4c3619b10b3"},
+    {file = "Flask_Migrate-4.0.4-py3-none-any.whl", hash = "sha256:77580f27ab39bc68be4906a43c56d7674b45075bc4f883b1d0b985db5164d58f"},
+]
 
 [[package]]
 name = "flask-restful"
@@ -184,6 +391,10 @@ dependencies = [
     "pytz",
     "six>=1.3.0",
 ]
+files = [
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+]
 
 [[package]]
 name = "flask-sqlalchemy"
@@ -194,6 +405,10 @@ dependencies = [
     "flask>=2.2.5",
     "sqlalchemy>=1.4.18",
 ]
+files = [
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+]
 
 [[package]]
 name = "flask-swagger"
@@ -203,6 +418,9 @@ dependencies = [
     "Flask>=0.10",
     "PyYAML>=5.1",
 ]
+files = [
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+]
 
 [[package]]
 name = "geoalchemy2"
@@ -213,12 +431,20 @@ dependencies = [
     "SQLAlchemy>=1.4",
     "packaging",
 ]
+files = [
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 [[package]]
 name = "geojson"
 version = "3.0.1"
 requires_python = ">=3.7, <3.12"
 summary = "Python bindings and utilities for GeoJSON"
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 [[package]]
 name = "gevent"
@@ -232,12 +458,63 @@ dependencies = [
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     "zope-interface",
 ]
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 requires_python = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
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+]
 
 [[package]]
 name = "gunicorn"
@@ -247,6 +524,10 @@ summary = "WSGI HTTP Server for UNIX"
 dependencies = [
     "setuptools>=3.0",
 ]
+files = [
+    {file = "gunicorn-20.1.0-py3-none-any.whl", hash = "sha256:9dcc4547dbb1cb284accfb15ab5667a0e5d1881cc443e0677b4882a4067a807e"},
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+]
 
 [[package]]
 name = "gunicorn"
@@ -258,12 +539,20 @@ dependencies = [
     "gevent>=1.4.0",
     "gunicorn==20.1.0",
 ]
+files = [
+    {file = "gunicorn-20.1.0-py3-none-any.whl", hash = "sha256:9dcc4547dbb1cb284accfb15ab5667a0e5d1881cc443e0677b4882a4067a807e"},
+    {file = "gunicorn-20.1.0.tar.gz", hash = "sha256:e0a968b5ba15f8a328fdfd7ab1fcb5af4470c28aaf7e55df02a99bc13138e6e8"},
+]
 
 [[package]]
 name = "idna"
 version = "3.4"
 requires_python = ">=3.5"
 summary = "Internationalized Domain Names in Applications (IDNA)"
+files = [
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+    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+]
 
 [[package]]
 name = "importlib-metadata"
@@ -273,18 +562,30 @@ summary = "Read metadata from Python packages"
 dependencies = [
     "zipp>=0.5",
 ]
+files = [
+    {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"},
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+]
 
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 requires_python = ">=3.7"
 summary = "brain-dead simple config-ini parsing"
+files = [
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 [[package]]
 name = "itsdangerous"
 version = "2.1.2"
 requires_python = ">=3.7"
 summary = "Safely pass data to untrusted environments and back."
+files = [
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 [[package]]
 name = "jinja2"
@@ -294,12 +595,20 @@ summary = "A very fast and expressive template engine."
 dependencies = [
     "MarkupSafe>=2.0",
 ]
+files = [
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+]
 
 [[package]]
 name = "joblib"
 version = "1.2.0"
 requires_python = ">=3.7"
 summary = "Lightweight pipelining with Python functions"
+files = [
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 [[package]]
 name = "mako"
@@ -309,6 +618,10 @@ summary = "A super-fast templating language that borrows the best ideas from the
 dependencies = [
     "MarkupSafe>=0.9.2",
 ]
+files = [
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+]
 
 [[package]]
 name = "markdown"
@@ -318,48 +631,134 @@ summary = "Python implementation of John Gruber's Markdown."
 dependencies = [
     "importlib-metadata>=4.4; python_version < \"3.10\"",
 ]
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 name = "markupsafe"
 version = "2.1.2"
 requires_python = ">=3.7"
 summary = "Safely add untrusted strings to HTML/XML markup."
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@@ -460,17 +964,49 @@ summary = "A Python slugify application that also handles Unicode"
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 name = "requests"
@@ -483,6 +1019,10 @@ dependencies = [
     "idna<4,>=2.5",
     "urllib3<3,>=1.21.1",
 ]
+files = [
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 [[package]]
 name = "requests-oauthlib"
@@ -493,11 +1033,19 @@ dependencies = [
     "oauthlib>=3.0.0",
     "requests>=2.0.0",
 ]
+files = [
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 [[package]]
 name = "schematics"
 version = "2.1.1"
 summary = "Python Data Structures for Humans"
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 name = "scikit-learn"
@@ -510,6 +1058,24 @@ dependencies = [
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     "threadpoolctl>=2.0.0",
 ]
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 summary = "Backport of pathlib-compatible object wrapper for zip files"
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 name = "zope-event"
@@ -643,6 +1337,10 @@ summary = "Very basic event publishing system"
 dependencies = [
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diff --git a/pyproject.toml b/pyproject.toml
index 0744750175..a2bdf42e52 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ license = { text = "BSD-2-Clause" }
 [tool]
 [tool.pdm.dev-dependencies]
 test = ["coverage==7.2.7", "pytest==7.4.0"]
-lint = ["black==23.3.0", "flake8==6.0.0"]
+lint = ["black==23.3.0", "flake8==6.1.0"]
 dev = ["psycopg2-binary>=2.9.6"]
 
 [tool.pdm.scripts]
diff --git a/requirements.txt b/requirements.txt
index 16a1ae54ad..d5645d1611 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -45,7 +45,7 @@ Werkzeug==2.3.6
 # Dev dependencies (stuff useful for development)
 black==23.3.0
 coverage==7.2.7
-flake8==6.0.0
+flake8==6.1.0
 psycopg2-binary>=2.9.6
 pytest==7.4.0
 # Indirect, but required dependencies (often required for efficient deployments)