Add LongCat segmented checkpointing support - #2948
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Summary
Splits the LongCat segmented checkpointing support model integration out of #2925.
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Base branch:
agent/segmented-checkpointing-krea2Validation
.venv/bin/python -m unittest tests.test_segmented_checkpointing_model_support -v