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Migrate api-engine runtime from EOL Python 3.8 to 3.11 #789

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@YoungHypo

#787 / #788 move the CI lint job to Python 3.11, but the api-engine runtime is still built on Python 3.8. After #788 lands, flake8 runs on 3.11 while the application is actually built, run, and integration-tested on 3.8.

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Out of scope

  • The Cello agent already ships on python:3.13. Unifying to Python 3.13 (would require bumping Django to 4.2.17+); can be a separate follow-up.

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