feat: for python 3.11 for pre-commit 4.5

[Benjamin-Freoua-Alma]

Reason for change

Linear task
Fix pre-commit in version 4.5 because this version need python 3.14
We force set the default version to 3.11

Code changes

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Checklist for authors and reviewers

• The title of the PR uses business wording, not technical jargon, for the changelog readers to understand it
• The PR implements the changes asked in the referenced task / issue
• The automated tests are compliant with the testing strategy
• The tests are relevant, and cover the corner/error cases, not only the happy path
• You understand the impact of this PR on existing code/features
• The changes include adequate logging and Datadog traces
• Documentation is updated (API, developer documentation, ADR, Notion...)

Non applicable