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Taking a quick look at the sources, I believe this image is just not registered in cibuildwheel yet?
Is there a chance to get it added, or any other way of using this newer image from the caller side?

You can already use any docker image you want: https://cibuildwheel.pypa.io/en/stable/options/#linux-image
Only images maintained at https://github.com/pypa/manylinux are registered in cibuildwheel.
An example can be found (though for riscv64 rather than armv7l) that uses manylinux_2_35 there: https://github.com/scikit-build/cmake-python-distributions/blob/main/pyproject.toml#L108

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@mara004
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