diff --git a/.github/workflows/main-workflow-template.yml b/.github/workflows/main-workflow-template.yml
index 809314ce..42efb4e6 100644
--- a/.github/workflows/main-workflow-template.yml
+++ b/.github/workflows/main-workflow-template.yml
@@ -57,7 +57,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v5 
       with:
-        python-version: '3.10'
+        python-version: '3.11'
 
     - id: set-matrix
       run: |
diff --git a/.github/workflows/main-workflow.yml b/.github/workflows/main-workflow.yml
index 09720b64..3a5e1487 100644
--- a/.github/workflows/main-workflow.yml
+++ b/.github/workflows/main-workflow.yml
@@ -21,8 +21,8 @@ jobs:
       image: python-minimal
       context: python-minimal
       base_image: base
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   python-datascience:
     needs: [python-minimal]
@@ -31,8 +31,8 @@ jobs:
       image: python-datascience
       context: python-datascience
       base_image: python-minimal
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   python-pytorch:
     needs: [python-minimal]
@@ -41,8 +41,8 @@ jobs:
       image: python-pytorch
       context: python-pytorch
       base_image: python-minimal
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   python-tensorflow:
     needs: [python-minimal]
@@ -51,8 +51,8 @@ jobs:
       image: python-tensorflow
       context: python-tensorflow
       base_image: python-minimal
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   r-minimal:
     needs: [base]
@@ -81,8 +81,8 @@ jobs:
       image: jupyter-python
       context: jupyter
       base_image: python-datascience
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   vscode-python:
     needs: [python-datascience]
@@ -91,8 +91,8 @@ jobs:
       image: vscode-python
       context: vscode
       base_image: python-datascience
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   pyspark:
     needs: [python-minimal]
@@ -101,8 +101,8 @@ jobs:
       image: pyspark
       context: spark
       base_image: python-minimal
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
       spark_version: 3.5.2
       build_gpu: false
     secrets: inherit
@@ -113,8 +113,8 @@ jobs:
       image: jupyter-pyspark
       context: jupyter
       base_image: pyspark
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
       spark_version: 3.5.2
       build_gpu: false
     secrets: inherit
@@ -125,8 +125,8 @@ jobs:
       image: vscode-pyspark
       context: vscode
       base_image: pyspark
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
       spark_version: 3.5.2
       build_gpu: false
     secrets: inherit
@@ -137,8 +137,8 @@ jobs:
       image: jupyter-pytorch
       context: jupyter
       base_image: python-pytorch
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   vscode-pytorch:
     needs: [python-pytorch]
@@ -147,8 +147,8 @@ jobs:
       image: vscode-pytorch
       context: vscode
       base_image: python-pytorch
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   jupyter-tensorflow:
     needs: [python-tensorflow]
@@ -157,8 +157,8 @@ jobs:
       image: jupyter-tensorflow
       context: jupyter
       base_image: python-tensorflow
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   vscode-tensorflow:
     needs: [python-tensorflow]
@@ -167,8 +167,8 @@ jobs:
       image: vscode-tensorflow
       context: vscode
       base_image: python-tensorflow
-      python_version_1: 3.12.5
-      python_version_2: 3.11.9
+      python_version_1: 3.12.6
+      python_version_2: 3.11.10
     secrets: inherit
   rstudio:
     needs: [r-datascience]
diff --git a/python-minimal/Dockerfile b/python-minimal/Dockerfile
index fb742957..36df7ff6 100644
--- a/python-minimal/Dockerfile
+++ b/python-minimal/Dockerfile
@@ -3,7 +3,7 @@ FROM $BASE_IMAGE
 
 LABEL maintainer="InseeFrLab <innovation@insee.fr>"
 
-ARG PYTHON_VERSION="3.12.5"
+ARG PYTHON_VERSION="3.12.6"
 ENV PYTHON_VERSION=${PYTHON_VERSION}
 
 ENV CONDA_DIR="/opt/conda"