Devin renames Neon docs with human cleanup

Neon's documentation team tried Devin on recurring changelog preparation, issue-driven updates and larger edits. A concrete larger task renamed references to history retention and point-in-time recovery to Instant Restore across its documentation set.

The team gave the agent the terminology change and let it search the repository. Devin found nearly every relevant location, reducing the manual discovery work. Its edits, however, relied too heavily on replacement and created awkward constructions such as a duplicated word in the new name. Price and Grenon report that more than twenty manual commits were needed to polish the result.

This account separates locating affected text from making a contextually correct revision. The discovered references were useful even though the final prose still required substantial human attention. It would be inaccurate to describe the rename as autonomously completed documentation maintenance.

The authors also report other bounded successes, such as starting weekly changelog files from a playbook and finding an appropriate existing screenshot for a small feature document. More ambiguous work could fail silently. Their observed pattern was to delegate clearly scoped repository work and inspect the resulting pull request, with technical writing judgment and final acceptance remaining in the team.

Prompt
Suggested prompt (written by Agents In Use, not the author's)

Source: neon.com · Daniel Price and Barry Grenon