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Keystroke-level logs reveal critical early indicators of student struggle, outperforming traditional execution logs in predicting coding success.
GenAI adoption in coding shifts the burden of maintenance from coding to extensive validation and dependency management, fundamentally altering developer workflows.
Developers aren't surgically extracting information from migration guides; they're largely linking to the whole document, suggesting opportunities for improved guide structure and searchability.