Adopt nextgen-kernels-api for kernel client management#170

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Zsailer wants to merge 3 commits intojupyter-ai-contrib:mainfrom

Zsailer:nextgen-kernels-api

Commits on Nov 13, 2025

Adopt nextgen-kernels-api for kernel management
Zsailer
committed
only configure the classes if they haven't been previously configured
Zsailer
committed
Migrate to nextgen-kernels-api message ID encoding and fix execution state sync
Zsailer
committed