fix(sagemaker): enhance idle activity monitoring for appropriate shutdown#8584

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aws-ajangg wants to merge 9 commits intoaws:masterfrom

aws-ajangg:idle-shutdown

Commits on Feb 11, 2026

Add loggers to check for idle activity and validate SMAI app name to ensure last active timestamp is being updated for remote ide
aws-ajangg
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add loggers to output and add special case for terminal state event handler
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Commits on Feb 12, 2026

add remaining remote ide criteria for background process, notebook kernel, and unsaved work checks
aws-ajangg
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Commits on Feb 18, 2026

add idle activity monitoring for jupyter kernel
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Commits on Feb 19, 2026

modify test case for smai validation
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Commits on Feb 25, 2026

Commits on Mar 2, 2026