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Popular Integrated Development Environments (IDEs) provide features such as syntax highlighting, warnings, and error messages to help programmers find and fix bugs and write cleaner code. Although these tools are available to programmers of all levels, they are designed with the assumption that IDE users know how to code. We present a new project to develop IDE features for novice programmers who may have missing, incomplete, or incorrect understanding of the code constructs they use. We are developing tools for mainstream IDEs that help learners diagnose and recover from misconceptions.
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Evans et al. (2022) studied this question.
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