AOCI creates an incremental symbolic-semantic index per code unit that gives LLMs a complete, consistent repository view, outperforming baselines with zero defects on 19 industrial tasks while using far fewer tokens.
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Systematic review of 97 studies on breaking changes in five software ecosystems, producing a four-dimensional taxonomy, reason/impact categories, 43 detection approaches, and 66 mitigation strategies.
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AOCI: Symbolic-Semantic Indexing for Practical Repository-Scale Code Understanding with LLMs
AOCI creates an incremental symbolic-semantic index per code unit that gives LLMs a complete, consistent repository view, outperforming baselines with zero defects on 19 industrial tasks while using far fewer tokens.
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Breaking Changes in Software Ecosystems: A Systematic Literature Review
Systematic review of 97 studies on breaking changes in five software ecosystems, producing a four-dimensional taxonomy, reason/impact categories, 43 detection approaches, and 66 mitigation strategies.