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[documentation] optimize AI specification and Linkis logging#950

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v-kkhuang wants to merge 1 commit intoapachemasterfrom
relaese-1.9.0-log-optimization
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[documentation] optimize AI specification and Linkis logging#950
v-kkhuang wants to merge 1 commit intoapachemasterfrom
relaese-1.9.0-log-optimization

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What is the purpose of the change

This PR optimizes AI specification documentation and Linkis logging for better code quality and observability.

Related issues/PRs

Related issues: none
Related pr:none

Brief change log

  • Update AI specification documentation
  • Optimize Linkis logging in computation governance modules

Checklist

  • I have read the Contributing Guidelines on pull requests.
  • I have explained the need for this PR and the problem it solves
  • I have explained the changes or the new features added to this PR
  • I have added tests corresponding to this change
  • I have updated the documentation to reflect this change
  • I have verified that this change is backward compatible (If not, please discuss on the Linkis mailing list first)
  • If this is a code change: I have written unit tests to fully verify the new behavior.

@v-kkhuang v-kkhuang added the documentation Improvements or additions to documentation label Mar 18, 2026
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