diff --git a/Makefile b/Makefile
index 64cc1adf1..f5600170b 100644
--- a/Makefile
+++ b/Makefile
@@ -29,6 +29,8 @@ checks: prospector eslint ## Runs the checks
 prospector: ## Runs the Prospector checks
 	docker compose run --entrypoint= --rm --volume=$(CURDIR)/geoportal:/app geoportal \
 		prospector --output-format=pylint --die-on-tool-error
+	docker build --tag=custom-checks --target=checks custom
+	docker run --rm custom-checks prospector --output-format=pylint --die-on-tool-error
 
 .PHONY: eslint
 eslint: ## Runs the eslint checks
diff --git a/custom/.prospector.yaml b/custom/.prospector.yaml
index 3d658b50a..2e066f823 100644
--- a/custom/.prospector.yaml
+++ b/custom/.prospector.yaml
@@ -1,8 +1,13 @@
+inherits:
+  - utils:base
+  - utils:fix
+  - utils:no-design-checks
+  - duplicated
+
 pylint:
   disable:
     - missing-timeout # Default timeout set by c2cwsgiutils
 
 bandit:
-  run: true
   options:
     config: .bandit.yaml
diff --git a/custom/Dockerfile b/custom/Dockerfile
index f053ad10c..656b8593b 100644
--- a/custom/Dockerfile
+++ b/custom/Dockerfile
@@ -1,21 +1,23 @@
-FROM ghcr.io/osgeo/gdal:ubuntu-small-3.6.4 AS base-all
+FROM ghcr.io/osgeo/gdal:ubuntu-small-3.9.2 AS base-all
 
 # Fail on error on pipe, see: https://github.com/hadolint/hadolint/wiki/DL4006.
 # Treat unset variables as an error when substituting.
 # Print commands and their arguments as they are executed.
 SHELL ["/bin/bash", "-o", "pipefail", "-cux"]
 
-ENV SSL_CERT_FILE=/etc/ssl/certs/ca-certificates.crt \
-    SETUPTOOLS_USE_DISTUTILS=stdlib
+ENV SSL_CERT_FILE=/etc/ssl/certs/ca-certificates.crt
 
 RUN --mount=type=cache,target=/var/lib/apt/lists \
     apt-get update
 
 RUN --mount=type=cache,target=/var/lib/apt/lists \
     --mount=type=cache,target=/var/cache,sharing=locked \
-    apt-get install --assume-yes --no-install-recommends python3-pip python3-dev
+    apt-get install --assume-yes --no-install-recommends python3-pip python3-dev python3-venv \
+    && python3 -m venv /venv
 
-FROM base-all as poetry
+ENV PATH=/venv/bin:$PATH
+
+FROM base-all AS poetry
 
 WORKDIR /tmp
 COPY requirements.txt ./
@@ -40,13 +42,13 @@ RUN --mount=type=cache,target=/var/cache,sharing=locked \
 RUN --mount=type=cache,target=/root/.cache \
     --mount=type=bind,from=poetry,source=/tmp,target=/tmp \
     python3 -m pip install --disable-pip-version-check --no-deps --requirement=/tmp/requirements.txt \
-    && strip /usr/local/lib/python3.*/dist-packages/*/*.so \
+    && strip /usr/lib/python3/dist-packages/*/*.so \
     && python3 -m compileall -q /usr/local/lib/python3.* -x '/(ptvsd|.*pydev.*|networkx)/'
 
 # hadolint ignore=DL3059
 RUN apt-get remove --autoremove --assume-yes gcc
 
-FROM base AS lint
+FROM base AS checks
 
 RUN --mount=type=cache,target=/root/.cache \
     --mount=type=bind,from=poetry,source=/tmp,target=/tmp \
@@ -56,22 +58,17 @@ WORKDIR /app
 COPY . ./
 RUN --mount=type=cache,target=/root/.cache \
     python3 -m pip install --disable-pip-version-check --no-deps --editable=. \
-    && python3 -m compileall -q /app/custom \
-    && prospector --output=pylint -X . \
-    && touch /tmp/lint.ok
+    && python3 -m compileall -q /app/custom
 
 FROM base AS runtime
 
-# Force to urn the lint with BUILD KIT
-COPY --from=lint /tmp/lint.ok /tmp/
-
 WORKDIR /app
 COPY . ./
 RUN --mount=type=cache,target=/root/.cache \
     python3 -m pip install --disable-pip-version-check --no-deps --editable=. \
     && python3 -m compileall -q /app/custom
 
-CMD [ "/usr/local/bin/gunicorn", "--paste=production.ini" ]
+CMD [ "/venv/bin/gunicorn", "--paste=production.ini" ]
 
 ARG GIT_HASH
 ENV GIT_HASH=${GIT_HASH}
diff --git a/custom/custom/__init__.py b/custom/custom/__init__.py
index e824b4c53..4016e3426 100644
--- a/custom/custom/__init__.py
+++ b/custom/custom/__init__.py
@@ -1,6 +1,6 @@
 import c2cwsgiutils.db
 import c2cwsgiutils.health_check
-from pyramid.config import Configurator
+from pyramid.config import Configurator  # type: ignore[import-untyped]
 
 
 def main(global_config, **settings):
diff --git a/custom/custom/alembic/env.py b/custom/custom/alembic/env.py
index 72c8c7993..98277cfc8 100644
--- a/custom/custom/alembic/env.py
+++ b/custom/custom/alembic/env.py
@@ -1,7 +1,7 @@
 """Pyramid bootstrap environment. """
 
 from alembic import context
-from pyramid.paster import get_appsettings, setup_logging
+from pyramid.paster import get_appsettings, setup_logging  # type: ignore[import-untyped]
 from sqlalchemy import engine_from_config
 
 from custom.models.meta import Base
diff --git a/custom/custom/scripts/initialize_db.py b/custom/custom/scripts/initialize_db.py
index f7a818abf..3de37d181 100644
--- a/custom/custom/scripts/initialize_db.py
+++ b/custom/custom/scripts/initialize_db.py
@@ -1,7 +1,7 @@
 import argparse
 import sys
 
-from pyramid.paster import bootstrap, setup_logging
+from pyramid.paster import bootstrap, setup_logging  # type: ignore[import-untyped]
 from sqlalchemy.exc import OperationalError
 
 from custom.models.meta import Base
diff --git a/custom/custom/views/__init__.py b/custom/custom/views/__init__.py
index 48aedcba7..781365470 100644
--- a/custom/custom/views/__init__.py
+++ b/custom/custom/views/__init__.py
@@ -1,8 +1,8 @@
 import os
 
-import pyramid.request
-import pyramid.response
-from cornice import Service
+import pyramid.request  # type: ignore[import-untyped]
+import pyramid.response  # type: ignore[import-untyped]
+from cornice import Service  # type: ignore[import-untyped]
 
 index = Service(
     name="index",
diff --git a/custom/custom/views/cog.py b/custom/custom/views/cog.py
index 31ace5190..37b59dd2c 100644
--- a/custom/custom/views/cog.py
+++ b/custom/custom/views/cog.py
@@ -1,12 +1,12 @@
 import logging
 import os
 
-import pyramid.request
-import pyramid.response
+import pyramid.request  # type: ignore[import-untyped]
+import pyramid.response  # type: ignore[import-untyped]
 from azure.identity import DefaultAzureCredential
 from azure.storage.blob import BlobServiceClient, ContainerClient
-from cornice import Service
-from pyramid.httpexceptions import HTTPBadRequest
+from cornice import Service  # type: ignore[import-untyped]
+from pyramid.httpexceptions import HTTPBadRequest  # type: ignore[import-untyped]
 
 _LOGGING = logging.getLogger(__name__)
 _CLIENT = None
@@ -38,7 +38,7 @@ def _get_azure_container_client(container: str) -> ContainerClient:
 @feedback.get()
 def swissalti3d(request: pyramid.request.Request) -> pyramid.response.Response:
     # Just to demonstrate that we can fet the user information
-    global _CLIENT
+    global _CLIENT  # pylint: disable=global-statement
     if _CLIENT is None:
         _CLIENT = _get_azure_container_client(os.environ["AZURE_CONTAINER_NAME"])
     blob = _CLIENT.get_blob_client(blob="swissalti3d_2m_archeo.tif")
diff --git a/custom/custom/views/feedback.py b/custom/custom/views/feedback.py
index 0da4e22d0..0af71bf58 100644
--- a/custom/custom/views/feedback.py
+++ b/custom/custom/views/feedback.py
@@ -2,10 +2,10 @@
 import os
 from typing import Any
 
-import pyramid.request
+import pyramid.request  # type: ignore[import-untyped]
 import requests
-from cornice import Service
-from pyramid.httpexceptions import HTTPBadRequest
+from cornice import Service  # type: ignore[import-untyped]
+from pyramid.httpexceptions import HTTPBadRequest  # type: ignore[import-untyped]
 
 from custom.models.feedback import Feedback
 from custom.util.send_mail import send_mail
@@ -32,7 +32,7 @@ def feedback_post(request: pyramid.request.Request) -> Any:
                 headers={"Cookie": request.headers.get("Cookie"), "Referer": request.referrer},
             ).json()
         )
-    except Exception:
+    except Exception:  # pylint: disable=broad-exception-caught
         LOG.exception("Error on get user information")
 
     if (
@@ -64,12 +64,12 @@ def feedback_post(request: pyramid.request.Request) -> Any:
     text = "\n\n".join(
         [
             "Ceci est un email automatique. Un nouveau feedback a été inséré dans la BD.",
-            "Cela concerne l'instance : " + instance,
-            "Son identifiant est le : " + str(new_feedback.id_feedback),
-            "User agent : " + new_feedback.ua,
-            "Permalink : " + new_feedback.permalink,
-            "User email : " + new_feedback.email,
-            "User text : " + new_feedback.text,
+            "Cela concerne l'instance: " + instance,
+            "Son identifiant est le: " + str(new_feedback.id_feedback),
+            "User agent: " + new_feedback.ua,  # type: ignore[list-item]
+            "Permalink: " + new_feedback.permalink,  # type: ignore[list-item]
+            "User email: " + new_feedback.email,  # type: ignore[list-item]
+            "User text: " + new_feedback.text,  # type: ignore[list-item]
         ]
     )
     subject = "Feedback - Guichet cartographique"
diff --git a/custom/custom/views/notfound.py b/custom/custom/views/notfound.py
index 8209f8df6..82d96b9ac 100644
--- a/custom/custom/views/notfound.py
+++ b/custom/custom/views/notfound.py
@@ -1,4 +1,4 @@
-from pyramid.view import notfound_view_config
+from pyramid.view import notfound_view_config  # type: ignore[import-untyped]
 
 
 @notfound_view_config(renderer="custom:templates/404.mako")
diff --git a/custom/gunicorn.conf.py b/custom/gunicorn.conf.py
index e8557cb62..c53e07715 100644
--- a/custom/gunicorn.conf.py
+++ b/custom/gunicorn.conf.py
@@ -7,15 +7,15 @@
 
 from c2cwsgiutils import get_config_defaults
 
-bind = ":8080"
+bind = ":8080"  # pylint: disable=invalid-name
 
-worker_class = "gthread"
+worker_class = "gthread"  # pylint: disable=invalid-name
 workers = os.environ.get("GUNICORN_WORKERS", 2)
 threads = os.environ.get("GUNICORN_THREADS", 10)
 
-preload = "true"
+preload = "true"  # pylint: disable=invalid-name
 
-accesslog = "-"
+accesslog = "-"  # pylint: disable=invalid-name
 access_log_format = os.environ.get(
     "GUNICORN_ACCESS_LOG_FORMAT",
     '%(H)s %({Host}i)s %(m)s %(U)s?%(q)s "%(f)s" "%(a)s" %(s)s %(B)s %(D)s %(p)s',
diff --git a/custom/poetry.lock b/custom/poetry.lock
index 4a1476a4b..e38ea95b5 100644
--- a/custom/poetry.lock
+++ b/custom/poetry.lock
@@ -21,29 +21,13 @@ tz = ["backports.zoneinfo"]
 
 [[package]]
 name = "astroid"
-version = "2.15.8"
+version = "3.3.5"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.9.0"
 files = [
-    {file = "astroid-2.15.8-py3-none-any.whl", hash = "sha256:1aa149fc5c6589e3d0ece885b4491acd80af4f087baafa3fb5203b113e68cd3c"},
-    {file = "astroid-2.15.8.tar.gz", hash = "sha256:6c107453dffee9055899705de3c9ead36e74119cee151e5a9aaf7f0b0e020a6a"},
-]
-
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
-
-[[package]]
-name = "async-timeout"
-version = "4.0.3"
-description = "Timeout context manager for asyncio programs"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
-    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+    {file = "astroid-3.3.5-py3-none-any.whl", hash = "sha256:a9d1c946ada25098d790e079ba2a1b112157278f3fb7e718ae6a9252f5835dc8"},
+    {file = "astroid-3.3.5.tar.gz", hash = "sha256:5cfc40ae9f68311075d27ef68a4841bdc5cc7f6cf86671b49f00607d30188e2d"},
 ]
 
 [[package]]
@@ -127,6 +111,29 @@ test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)",
 toml = ["tomli (>=1.1.0)"]
 yaml = ["PyYAML"]
 
+[[package]]
+name = "build"
+version = "1.2.2.post1"
+description = "A simple, correct Python build frontend"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"},
+    {file = "build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+packaging = ">=19.1"
+pyproject_hooks = "*"
+
+[package.extras]
+docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
+uv = ["uv (>=0.1.18)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
 [[package]]
 name = "c2cwsgiutils"
 version = "6.0.8"
@@ -464,6 +471,17 @@ files = [
 graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
+name = "docutils"
+version = "0.21.2"
+description = "Docutils -- Python Documentation Utilities"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
+    {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
+]
+
 [[package]]
 name = "dodgy"
 version = "0.2.1"
@@ -701,52 +719,6 @@ files = [
 [package.extras]
 colors = ["colorama (>=0.4.6)"]
 
-[[package]]
-name = "lazy-object-proxy"
-version = "1.10.0"
-description = "A fast and thorough lazy object proxy."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "lazy-object-proxy-1.10.0.tar.gz", hash = "sha256:78247b6d45f43a52ef35c25b5581459e85117225408a4128a3daf8bf9648ac69"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:855e068b0358ab916454464a884779c7ffa312b8925c6f7401e952dcf3b89977"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ab7004cf2e59f7c2e4345604a3e6ea0d92ac44e1c2375527d56492014e690c3"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dc0d2fc424e54c70c4bc06787e4072c4f3b1aa2f897dfdc34ce1013cf3ceef05"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e2adb09778797da09d2b5ebdbceebf7dd32e2c96f79da9052b2e87b6ea495895"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b1f711e2c6dcd4edd372cf5dec5c5a30d23bba06ee012093267b3376c079ec83"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-win32.whl", hash = "sha256:76a095cfe6045c7d0ca77db9934e8f7b71b14645f0094ffcd842349ada5c5fb9"},
-    {file = "lazy_object_proxy-1.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:b4f87d4ed9064b2628da63830986c3d2dca7501e6018347798313fcf028e2fd4"},
-    {file = "lazy_object_proxy-1.10.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fec03caabbc6b59ea4a638bee5fce7117be8e99a4103d9d5ad77f15d6f81020c"},
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-    {file = "lazy_object_proxy-1.10.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:009e6bb1f1935a62889ddc8541514b6a9e1fcf302667dcb049a0be5c8f613e56"},
-    {file = "lazy_object_proxy-1.10.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:75fc59fc450050b1b3c203c35020bc41bd2695ed692a392924c6ce180c6f1dc9"},
-    {file = "lazy_object_proxy-1.10.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:782e2c9b2aab1708ffb07d4bf377d12901d7a1d99e5e410d648d892f8967ab1f"},
-    {file = "lazy_object_proxy-1.10.0-cp311-cp311-win32.whl", hash = "sha256:edb45bb8278574710e68a6b021599a10ce730d156e5b254941754a9cc0b17d03"},
-    {file = "lazy_object_proxy-1.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:e271058822765ad5e3bca7f05f2ace0de58a3f4e62045a8c90a0dfd2f8ad8cc6"},
-    {file = "lazy_object_proxy-1.10.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:e98c8af98d5707dcdecc9ab0863c0ea6e88545d42ca7c3feffb6b4d1e370c7ba"},
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-    {file = "lazy_object_proxy-1.10.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:0aefc7591920bbd360d57ea03c995cebc204b424524a5bd78406f6e1b8b2a5d8"},
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-    {file = "lazy_object_proxy-1.10.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:217138197c170a2a74ca0e05bddcd5f1796c735c37d0eee33e43259b192aa424"},
-    {file = "lazy_object_proxy-1.10.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:9a3a87cf1e133e5b1994144c12ca4aa3d9698517fe1e2ca82977781b16955658"},
-    {file = "lazy_object_proxy-1.10.0-cp39-cp39-win32.whl", hash = "sha256:30b339b2a743c5288405aa79a69e706a06e02958eab31859f7f3c04980853b70"},
-    {file = "lazy_object_proxy-1.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:a899b10e17743683b293a729d3a11f2f399e8a90c73b089e29f5d0fe3509f0dd"},
-    {file = "lazy_object_proxy-1.10.0-pp310.pp311.pp312.pp38.pp39-none-any.whl", hash = "sha256:80fa48bd89c8f2f456fc0765c11c23bf5af827febacd2f523ca5bc1893fcc09d"},
-]
-
 [[package]]
 name = "mako"
 version = "1.3.5"
@@ -953,7 +925,6 @@ files = [
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -1284,32 +1255,33 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prospector"
-version = "1.10.3"
+version = "1.12.0"
 description = "Prospector is a tool to analyse Python code by aggregating the result of other tools."
 optional = false
-python-versions = ">=3.7.2,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "prospector-1.10.3-py3-none-any.whl", hash = "sha256:8567df2218cdc97d29f297ee3e3b54b96b3a2dab835931955c3a7bbd95aff6f7"},
-    {file = "prospector-1.10.3.tar.gz", hash = "sha256:f29ab19fd430869eb34490761af77406d2cfedd9b50292cf4d8db0288c9d764a"},
+    {file = "prospector-1.12.0-py3-none-any.whl", hash = "sha256:485d889543c8b47e495b2abbf22151e64b3494564874c6e554564f550a891e37"},
+    {file = "prospector-1.12.0.tar.gz", hash = "sha256:e598dddc406cbfe8b31a20d4391c7551841ed6772897a290ecaf272ee1ffabf6"},
 ]
 
 [package.dependencies]
-bandit = {version = ">=1.5.1", optional = true, markers = "extra == \"with_bandit\" or extra == \"with_everything\""}
+bandit = {version = ">=1.5.1", optional = true, markers = "extra == \"with-bandit\" or extra == \"with_everything\""}
 dodgy = ">=0.2.1,<0.3.0"
-flake8 = "<6.0.0"
+flake8 = "<7.0.0"
 GitPython = ">=3.1.27,<4.0.0"
 mccabe = ">=0.7.0,<0.8.0"
-mypy = {version = ">=0.600", optional = true, markers = "extra == \"with_mypy\" or extra == \"with_everything\""}
+mypy = {version = ">=0.600", optional = true, markers = "extra == \"with-mypy\" or extra == \"with_everything\""}
 packaging = "*"
 pep8-naming = ">=0.3.3,<=0.10.0"
 pycodestyle = ">=2.9.0"
 pydocstyle = ">=2.0.0"
-pyflakes = ">=2.2.0,<3"
-pylint = ">=2.8.3"
+pyflakes = ">=2.2.0,<4"
+pylint = ">=3.0"
 pylint-celery = "0.3"
 pylint-django = ">=2.5,<2.6"
 pylint-flask = "0.6"
 pylint-plugin-utils = ">=0.7,<0.8"
+pyroma = {version = ">=2.4", optional = true, markers = "extra == \"with-pyroma\" or extra == \"with_everything\""}
 PyYAML = "*"
 requirements-detector = ">=1.2.0"
 setoptconf-tmp = ">=0.3.1,<0.4.0"
@@ -1323,6 +1295,28 @@ with-pyright = ["pyright (>=1.1.3)"]
 with-pyroma = ["pyroma (>=2.4)"]
 with-vulture = ["vulture (>=1.5)"]
 
+[[package]]
+name = "prospector-profile-duplicated"
+version = "1.6.0"
+description = "Profile that can be used to disable the duplicated or conflict rules between Prospector and other tools"
+optional = false
+python-versions = "*"
+files = [
+    {file = "prospector_profile_duplicated-1.6.0-py2.py3-none-any.whl", hash = "sha256:bf6a6aae0c7de48043b95e4d42e23ccd090c6c7115b6ee8c8ca472ffb1a2022b"},
+    {file = "prospector_profile_duplicated-1.6.0.tar.gz", hash = "sha256:9c2d541076537405e8b2484cb6222276a2df17492391b6af1b192695770aab83"},
+]
+
+[[package]]
+name = "prospector-profile-utils"
+version = "1.9.1"
+description = "Some utility Prospector profiles."
+optional = false
+python-versions = "*"
+files = [
+    {file = "prospector_profile_utils-1.9.1-py2.py3-none-any.whl", hash = "sha256:b458d8c4d59bdb1547e4630a2c6de4971946c4f0999443db6a9eef6d216b26b8"},
+    {file = "prospector_profile_utils-1.9.1.tar.gz", hash = "sha256:008efa6797a85233fd8093dcb9d86f5fa5d89673e431c15cb1496a91c9b2c601"},
+]
+
 [[package]]
 name = "psycopg2"
 version = "2.9.9"
@@ -1431,23 +1425,22 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pylint"
-version = "2.17.7"
+version = "3.3.1"
 description = "python code static checker"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.9.0"
 files = [
-    {file = "pylint-2.17.7-py3-none-any.whl", hash = "sha256:27a8d4c7ddc8c2f8c18aa0050148f89ffc09838142193fdbe98f172781a3ff87"},
-    {file = "pylint-2.17.7.tar.gz", hash = "sha256:f4fcac7ae74cfe36bc8451e931d8438e4a476c20314b1101c458ad0f05191fad"},
+    {file = "pylint-3.3.1-py3-none-any.whl", hash = "sha256:2f846a466dd023513240bc140ad2dd73bfc080a5d85a710afdb728c420a5a2b9"},
+    {file = "pylint-3.3.1.tar.gz", hash = "sha256:9f3dcc87b1203e612b78d91a896407787e708b3f189b5fa0b307712d49ff0c6e"},
 ]
 
 [package.dependencies]
-astroid = ">=2.15.8,<=2.17.0-dev0"
+astroid = ">=3.3.4,<=3.4.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-dill = {version = ">=0.2", markers = "python_version < \"3.11\""}
-isort = ">=4.2.5,<6"
+dill = {version = ">=0.3.7", markers = "python_version >= \"3.12\""}
+isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
 
 [package.extras]
@@ -1471,21 +1464,21 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-django"
-version = "2.5.3"
+version = "2.5.2"
 description = "A Pylint plugin to help Pylint understand the Django web framework"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pylint-django-2.5.3.tar.gz", hash = "sha256:0ac090d106c62fe33782a1d01bda1610b761bb1c9bf5035ced9d5f23a13d8591"},
-    {file = "pylint_django-2.5.3-py3-none-any.whl", hash = "sha256:56b12b6adf56d548412445bd35483034394a1a94901c3f8571980a13882299d5"},
+    {file = "pylint-django-2.5.2.tar.gz", hash = "sha256:1933d82b4a92538a3b12aef91adfd7d866befd051d7a02d6245b0f965587d97c"},
+    {file = "pylint_django-2.5.2-py3-none-any.whl", hash = "sha256:286dce8a31bc8ed5a523e8d8742b5a0e083b87f5f140ea4cde9aad612c03bd2d"},
 ]
 
 [package.dependencies]
-pylint = ">=2.0,<3"
+pylint = ">=2.0"
 pylint-plugin-utils = ">=0.7"
 
 [package.extras]
-for-tests = ["coverage", "django-tables2", "django-tastypie", "factory-boy", "pylint (>=2.13)", "pytest", "wheel"]
+for-tests = ["coverage", "django-tables2", "django-tastypie", "factory-boy", "pytest", "wheel"]
 with-django = ["Django"]
 
 [[package]]
@@ -1515,6 +1508,17 @@ files = [
 [package.dependencies]
 pylint = ">=1.7"
 
+[[package]]
+name = "pyproject-hooks"
+version = "1.2.0"
+description = "Wrappers to call pyproject.toml-based build backend hooks."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyproject_hooks-1.2.0-py3-none-any.whl", hash = "sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"},
+    {file = "pyproject_hooks-1.2.0.tar.gz", hash = "sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8"},
+]
+
 [[package]]
 name = "pyramid"
 version = "2.0.2"
@@ -1618,6 +1622,29 @@ transaction = ">=2.0"
 docs = ["Sphinx (>=1.8.1)", "pylons-sphinx-themes (>=1.0.9)"]
 testing = ["WebTest", "coverage (>=5.0)", "pytest", "pytest-cov"]
 
+[[package]]
+name = "pyroma"
+version = "4.2"
+description = "Test your project's packaging friendliness"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyroma-4.2-py3-none-any.whl", hash = "sha256:a59854b6f8a72b55384cc1de42410e5c5ac59d0c40a92e84fd8364aa6cec3e37"},
+    {file = "pyroma-4.2.tar.gz", hash = "sha256:6c727dc4a7a10e12274faed5fb47ebd499ca0821995befec98e3cfcaf1e7383c"},
+]
+
+[package.dependencies]
+build = ">=0.7.0"
+docutils = "*"
+packaging = "*"
+pygments = "*"
+requests = "*"
+setuptools = ">=42"
+trove-classifiers = ">=2022.6.26"
+
+[package.extras]
+test = ["setuptools (>=60)", "zest.releaser[recommended]"]
+
 [[package]]
 name = "pywin32"
 version = "306"
@@ -1714,9 +1741,6 @@ files = [
     {file = "redis-5.0.8.tar.gz", hash = "sha256:0c5b10d387568dfe0698c6fad6615750c24170e548ca2deac10c649d463e9870"},
 ]
 
-[package.dependencies]
-async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
-
 [package.extras]
 hiredis = ["hiredis (>1.0.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
@@ -1762,17 +1786,17 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "requirements-detector"
-version = "1.2.2"
+version = "1.3.1"
 description = "Python tool to find and list requirements of a Python project"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
-    {file = "requirements_detector-1.2.2-py3-none-any.whl", hash = "sha256:d7c60493bf166da3dd59de0e6cb25765e0e32a1931aeae92614034e5786d0bd0"},
-    {file = "requirements_detector-1.2.2.tar.gz", hash = "sha256:3642cd7a5b261d79536c36bb7ecacf2adabd902d2e0e42bfb2ba82515da10501"},
+    {file = "requirements_detector-1.3.1-py3-none-any.whl", hash = "sha256:3ef72e1c5c3ad11100058e8f074a5762a4902985e698099d2e7f1283758d4045"},
+    {file = "requirements_detector-1.3.1.tar.gz", hash = "sha256:b89e34faf0e4d17f5736923918bd5401949cbe723294ccfefd698b3cda28e676"},
 ]
 
 [package.dependencies]
-astroid = ">=2.0,<3.0"
+astroid = ">=3.0,<4.0"
 packaging = ">=21.3"
 semver = ">=3.0.0,<4.0.0"
 toml = ">=0.10.2,<0.11.0"
@@ -1791,7 +1815,6 @@ files = [
 [package.dependencies]
 markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
-typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
@@ -2115,17 +2138,6 @@ files = [
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
 
-[[package]]
-name = "tomli"
-version = "2.0.1"
-description = "A lil' TOML parser"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
-]
-
 [[package]]
 name = "tomlkit"
 version = "0.13.2"
@@ -2169,6 +2181,31 @@ files = [
 [package.extras]
 docs = ["Sphinx (>=1.3.1)", "docutils", "pylons-sphinx-themes"]
 
+[[package]]
+name = "trove-classifiers"
+version = "2024.9.12"
+description = "Canonical source for classifiers on PyPI (pypi.org)."
+optional = false
+python-versions = "*"
+files = [
+    {file = "trove_classifiers-2024.9.12-py3-none-any.whl", hash = "sha256:f88a27a892891c87c5f8bbdf110710ae9e0a4725ea8e0fb45f1bcadf088a491f"},
+    {file = "trove_classifiers-2024.9.12.tar.gz", hash = "sha256:4b46b3e134a4d01999ac5bc6e528afcc10cc48f0f724f185f267e276005768f4"},
+]
+
+[[package]]
+name = "types-requests"
+version = "2.32.0.20240914"
+description = "Typing stubs for requests"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "types-requests-2.32.0.20240914.tar.gz", hash = "sha256:2850e178db3919d9bf809e434eef65ba49d0e7e33ac92d588f4a5e295fffd405"},
+    {file = "types_requests-2.32.0.20240914-py3-none-any.whl", hash = "sha256:59c2f673eb55f32a99b2894faf6020e1a9f4a402ad0f192bfee0b64469054310"},
+]
+
+[package.dependencies]
+urllib3 = ">=2"
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -2329,85 +2366,6 @@ files = [
 docs = ["Sphinx (>=1.7.5)", "pylons-sphinx-themes"]
 testing = ["coverage", "pytest (>=3.1.0)", "pytest-cov", "pytest-xdist"]
 
-[[package]]
-name = "wrapt"
-version = "1.16.0"
-description = "Module for decorators, wrappers and monkey patching."
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"},
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-    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
-]
-
 [[package]]
 name = "zope-deprecation"
 version = "5.0"
@@ -2500,5 +2458,5 @@ test = ["zope.testing"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10,<3.11"
-content-hash = "4f6a558f498b3d825f420514f1230f1a256e9bbad6cac9b613e2a1f8c4c4a101"
+python-versions = ">=3.12,<3.13"
+content-hash = "d01352e121c6ef5997760eb6fb19d4b249d745cb1eede81c31368a5daf51887b"
diff --git a/custom/pyproject.toml b/custom/pyproject.toml
index f6e85d415..d861f760e 100644
--- a/custom/pyproject.toml
+++ b/custom/pyproject.toml
@@ -6,7 +6,7 @@ description = 'Not used'
 authors = []
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.11"
+python = ">=3.12,<3.13"
 gunicorn = "23.0.0"
 plaster-pastedeploy = "1.0.1"
 pyramid = "2.0.2"
@@ -38,4 +38,7 @@ webob = { version = "1.8.8", optional = true }
 cryptography = "43.0.1"
 
 [tool.poetry.dev-dependencies]
-prospector = { version = "1.10.3", extras = ["with_bandit", "with_mypy"] }
+prospector = { version = "1.12.0", extras = ["with_bandit", "with_mypy", "with_pyroma"] }
+prospector-profile-utils = "1.9.1"
+prospector-profile-duplicated = "1.6.0"
+types-requests = "2.32.0.20240914"
diff --git a/custom/requirements.txt b/custom/requirements.txt
index 578c874b4..656a0543b 100644
--- a/custom/requirements.txt
+++ b/custom/requirements.txt
@@ -1,5 +1,4 @@
 poetry==1.8.3
-pip==24.2
 certifi>=2024.7.4 # not directly required, pinned by Snyk to avoid a vulnerability
 zipp>=3.19.1 # not directly required, pinned by Snyk to avoid a vulnerability
 cryptography>=43.0.1 # not directly required, pinned by Snyk to avoid a vulnerability
diff --git a/custom/setup.py b/custom/setup.py
deleted file mode 100755
index 18ba533f1..000000000
--- a/custom/setup.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env python3
-
-
-from setuptools import find_packages, setup
-
-setup(
-    name="custom",
-    packages=find_packages(exclude=["tests.*"]),
-    entry_points={
-        "paste.app_factory": [
-            "main = custom:main",
-        ],
-        "console_scripts": [
-            "custom-initialize-db = custom.scripts.initialize_db:main",
-        ],
-    },
-)
diff --git a/docker-compose.override.sample.yaml b/docker-compose.override.sample.yaml
index cf5e14371..a131bcfa2 100644
--- a/docker-compose.override.sample.yaml
+++ b/docker-compose.override.sample.yaml
@@ -22,7 +22,7 @@ services:
       # - ./../dogpile.cache/dogpile:/usr/local/lib/python3.8/dist-packages/dogpile
       # - ./../c2c.template/c2c/template:/usr/local/lib/python3.8/dist-packages/c2c/template
     command:
-      - /usr/local/bin/pserve
+      - /venv/bin/pserve
       - --reload
       - c2c:///app/development.ini
     environment:
@@ -97,7 +97,7 @@ services:
 
   custom:
     command:
-      - /usr/local/bin/pserve
+      - /venv/bin/pserve
       - --reload
       - c2c://development.ini
     volumes:
diff --git a/geoportal/geomapfish_geoportal/static/story-map.html b/geoportal/geomapfish_geoportal/static/story-map.html
index 95321cb0c..f0b1dcf95 100644
--- a/geoportal/geomapfish_geoportal/static/story-map.html
+++ b/geoportal/geomapfish_geoportal/static/story-map.html
@@ -14,19 +14,19 @@
       src="https://openlayers.org/en/v6.1.1/build/ol.js"
     ></script>
 
+    <script
+      crossorigin="anonymous"
+      integrity="sha384-vP/z9aans6YI3BbsSTDsd8QAz2AZgddRu3zU/QGw/ojfZD6wMQdwgD8A0g81Cl5B"
+      referrerpolicy="no-referrer"
+      src="https://cdn.jsdelivr.net/npm/ol-ext@4.0.23/dist/ol-ext.min.js"
+    ></script>
     <link
       crossorigin="anonymous"
-      href="https://viglino.github.io/ol-ext/dist/ol-ext.css"
-      integrity="sha384-KSHvdI+T8Im0cBPfaf7gMjk8bMzKfUH700QOHVSA4W9OtLwuRXHSbxiJ9GnygY3i"
+      href="https://cdn.jsdelivr.net/npm/ol-ext@4.0.23/dist/ol-ext.min.css"
+      integrity="sha384-Whi7nF+7F+e1FpzL960zlMNB4nMpn7JRdxDRJuedzooO5XZbg+cN+Rp1kTq6nexh"
       referrerpolicy="no-referrer"
       rel="stylesheet"
     />
-    <script
-      crossorigin="anonymous"
-      integrity="sha384-wbWV6iwZJtEGfTzL0Zwh3uNF+p2PbKYWiqXSsHwCFk1iZmdIAr3SmI3N74qjFZK8"
-      referrerpolicy="no-referrer"
-      src="https://viglino.github.io/ol-ext/dist/ol-ext.js"
-    ></script>
 
     <style>
       #map {
diff --git a/pyproject.toml b/pyproject.toml
index f1c321984..f131c265f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,3 +5,12 @@ target-version = ['py39']
 [tool.isort]
 profile = "black"
 line_length = 110
+
+[package]
+name = "custom"
+
+[project.entry-points."paste.app_factory"]
+main = "custom:main"
+
+[project.entry-points."console_scripts"]
+custom-initialize-db = "custom.scripts.initialize_db:main"
diff --git a/tests/test_app.py b/tests/test_app.py
index 69019e303..77184dce1 100644
--- a/tests/test_app.py
+++ b/tests/test_app.py
@@ -1,3 +1,5 @@
+import time
+
 import pytest
 import requests
 
@@ -30,7 +32,12 @@
 )
 def test_url(url: str, params: dict[str, str], timeout: int) -> None:
     """Tests that some URL didn't return an error."""
-    response = requests.get(url, params=params, verify=False, timeout=timeout)  # nosec
+    response = None
+    for _ in range(5):
+        response = requests.get(url, params=params, verify=False, timeout=timeout)  # nosec
+        if response.status_code != 503:
+            break
+        time.sleep(1)
     assert response.status_code == 200, response.text