Bishwanath Parajuli AI generated documentation: what the DoGBench benchmark shows about where human review belongs
DoGBench tests AI agents on real docs changes. Learn how to read its scores, where agents fail, and where a person still needs to sign off on AI generated docs.
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Writing procedures AI agents can follow: prerequisites, defaults and expected results
AI agents fill gaps in how-to docs with guesses. Learn the four things every procedure must state: access, versions, defaults and expected results.
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Internal release notes can't be generated from your commits
Internal release notes read from tickets, not commits, so automation only improves output when the source ticket already contains enough to document.
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