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docs: add defense-in-depth security analyzer section#402

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Fieldnote-Echo wants to merge 3 commits intoOpenHands:mainfrom
Fieldnote-Echo:feat/defense-in-depth-security-analyzer
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docs: add defense-in-depth security analyzer section#402
Fieldnote-Echo wants to merge 3 commits intoOpenHands:mainfrom
Fieldnote-Echo:feat/defense-in-depth-security-analyzer

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Summary

Adds documentation for the defense-in-depth security analyzer example to the existing security guide. Covers two-corpus extraction, Unicode normalization, segment-aware policy rails, pattern scanning with ensemble fusion, and known limitations.

Companion to OpenHands/software-agent-sdk#2472.

Checklist

  • Section added to existing sdk/guides/security.mdx
  • Expandable code block uses auto-sync format
  • Branch name matches agent-sdk PR

Analyzers now live in openhands.sdk.security, not an example file.
Rewritten for adult learning theory: problem first, then solution,
then composition, then design rationale, then limitations.

Import paths updated, every example pairs analyzer with ConfirmRisky,
old example/noisy-OR references removed.
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