A systematic review of 39 studies shows LLM coding assistants generally improve perceived speed and reduce online search, while code quality outcomes remain inconsistent and long-term team effects are understudied.
PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing
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The Impact of LLM-Assistants on Software Developer Productivity: A Systematic Review and Mapping Study
A systematic review of 39 studies shows LLM coding assistants generally improve perceived speed and reduce online search, while code quality outcomes remain inconsistent and long-term team effects are understudied.