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· 2001 · arXiv 2001.922739

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cs.SE 1

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2026 1

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FeatX: Editing Software by Editing Features for Repository-Level Code Evolution

cs.SE · 2026-06-30 · unverdicted · novelty 6.0

FeatX extracts epic-feature hierarchies with code mappings from repositories and applies feature edits via a three-stage Evolution Agent, reporting 42.6% relative F1 gain in function-level localization and lower cognitive load versus vanilla ChatGPT in a user study and 38-commit replay.

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  • FeatX: Editing Software by Editing Features for Repository-Level Code Evolution cs.SE · 2026-06-30 · unverdicted · none · ref 3

    FeatX extracts epic-feature hierarchies with code mappings from repositories and applies feature edits via a three-stage Evolution Agent, reporting 42.6% relative F1 gain in function-level localization and lower cognitive load versus vanilla ChatGPT in a user study and 38-commit replay.