[runtime][python] Manage Pemja references across actions and resources - #1058

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joeyutong wants to merge 5 commits into

apache:mainfrom

joeyutong:codex/fix-pemja-resource-ownership

Commits on Sep 14, 2026

[runtime][python] Manage Pemja references across actions and resources

joeyutong
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codex
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6dd68ad
[runtime][python] Limit Pemja scopes to consumed temporary handles

joeyutong
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codex
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ce27c11
[runtime][python] Keep resource ownership in Python wrappers

joeyutong
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codex
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dfc7bf7
[runtime][python] Simplify temporary handles and MCP creation

joeyutong
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codex
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4135ae0
[runtime][python] Defer resource failure cleanup

joeyutong
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codex
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3a4e4a1