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The gap between code search results and what coding agents need for safe changes

Towards Data Science argues that code search finds code resembling a change, not necessarily code that change could break.

Towards Data ScienceTD
The New StackTN
2 Sources, 1h ago, first seen 1h ago

TLDR

Towards Data Science argues that RAG and code search find code that looks like a proposed change, while a coding agent needs to find code the change could break. In a well-architected system, it says, those two sets barely overlap.

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917

2 Sources, first seen 1h ago

2 likes1 comments2 reposts

Combined views

917

2 Sources, first seen 1h ago

2 likes1 comments2 reposts

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2 Sources

Towards Data Science@TDataScienceRAG and code search find the code that looks like your change. A coding agent changing code safely needs the code that breaks, and in a well-architected system the two barely overlap. https://towardsdatascience.com/good-architecture-deletes-the-signals-your-agent-depends-on/1h
The New Stack@thenewstackRT @TDataScience: RAG and code search find the code that looks like your change. A coding agent changing code safely needs the code that br…1h
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    2 Sources

    Towards Data Science@TDataScienceRAG and code search find the code that looks like your change. A coding agent changing code safely needs the code that breaks, and in a well-architected system the two barely overlap. https://towardsdatascience.com/good-architecture-deletes-the-signals-your-agent-depends-on/1h
    The New Stack@thenewstackRT @TDataScience: RAG and code search find the code that looks like your change. A coding agent changing code safely needs the code that br…1h
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