Rewriting research prose until the tests pass
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Summary In a repository I run on my own for research papers and research operations, I rewrite research prose until the tests pass, the same way I would with code. I have turned the quality checks into a set of tests written in YAML. The ones a machine can decide are judged by code functions, and the ones that cannot be decided without reading the meaning, such as how an argument is built, are judged by a large language model acting as a reviewer. When I get a point in review, I turn it into a…
1Key Takeaways
- Summary In a repository I run on my own for research papers and research operations, I rewrite research prose until the tests pass, the same way I would with code.
- I have turned the quality checks into a set of tests written in YAML.
- The ones a machine can decide are judged by code functions, and the ones that cannot be decided without reading the meaning, such as how an argument is built, are judged by a large language model acting as a reviewer.
- When I get a point in review, I turn it into a….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that summary In a repository I run on my own for research papers and research operations, I rewrite research prose until the tests pass, the same way I would with code.
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