Towards a programmer's apprentice (again)

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Abstract

Programmers are loathe to interrupt their workflow to document their design rationale, leading to frequent errors when software is modified-often much later and by different programmers. A Programmer's Assistant could interact with the programmer to capture and preserve design rationale, in a natural way that would make rationale capture "cost less than it's worth", and could also detect common flaws in program design. Such a programmer's assistant was not practical when it was first proposed decades ago, but advances over the years make now the time to revisit the concept, as our prototype shows.

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Shrobe, H., Katz, B., & Davis, R. (2015). Towards a programmer’s apprentice (again). In Proceedings of the National Conference on Artificial Intelligence (Vol. 6, pp. 4062–4066). AI Access Foundation. https://doi.org/10.1609/aaai.v29i1.9765

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