Developers using AI showed the same core problem-solving behaviors as those without but differed in how they became stuck and recovered, with AI helping or hindering in specific cases.
ACM Transactions on Software Engineering Methodology34(7) (Aug 2025)
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A retrieval-augmented scaffolding method using template retrieval and agentic clarification loops improves architectural consistency and deployability of AI-generated services over standard AI code generation.
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ChatGPT: Friend or Foe When Comprehending and Changing Unfamiliar Code
Developers using AI showed the same core problem-solving behaviors as those without but differed in how they became stuck and recovered, with AI helping or hindering in specific cases.
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Architectural Constraints Alignment in AI-assisted, Platform-based Service Development
A retrieval-augmented scaffolding method using template retrieval and agentic clarification loops improves architectural consistency and deployability of AI-generated services over standard AI code generation.