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feat: optimize local model context handling (32K-256K) - #367

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Sycun wants to merge 7 commits into
AIPentest:mainfrom
Sycun:feat/local-model-context-profile
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Sycun wants to merge 7 commits into
AIPentest:mainfrom
Sycun:feat/local-model-context-profile

fix(ai): harden local context detection and budget previews

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memory (windows-latest)
succeeded Oct 21, 2026 in 3m 10s