The paper introduces six design principles for embedding incidental learning into AI-assisted software development and presents SHIELD, a multi-agent system that surfaces contextual learning moments from AI coding agents' reasoning traces.
Macnamara, Ibrahim Berber, M
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Agents That Teach: Towards Designing Incidental Learning Back into AI-Assisted Software Development
The paper introduces six design principles for embedding incidental learning into AI-assisted software development and presents SHIELD, a multi-agent system that surfaces contextual learning moments from AI coding agents' reasoning traces.