Following this guide, I encountered connectivity issues regarding Windows Pods.
After two days searching for a solution, I ended up on the following issue, pointing at a workaround at the moment : Container networking on Kubernetes broken after Server 2022 July 2024 / KB5040437 (OS Build 20348.2582) update · Issue #516 · microsoft/Windows-Containers · GitHub.
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Thanks @vguillemette. I hope this is useful to others in the same situation and I will add a note to the docs.