---
title: "Docs maintenance with Devin"
canonical: "https://agenticfeats.com/c/docs-maintenance-with-devin/"
agents: ["Devin"]
evidence_grade: "B"
outcome: "partial"
job_type: "Marketing and Content"
industry: "Software companies"
roles: ["Developer", "Product"]
source_url: "https://neon.com/blog/ai-workflows-for-docs-devin"
source_date: "2025-06-23"
published: "2026-10-13"
updated: "2026-10-13"
---

> From Agentic Feats: sourced examples of AI agents at work. Map of the site for agents: https://agenticfeats.com/llms.txt

# Docs maintenance with Devin

Devin handled a docs team's recurring work: weekly changelog setup, GitHub issue and PR fixes, a multi-file term rename, and code explanations.

Result: Devin found nearly every old term in a docs-wide rename, but the edits still needed 20+ manual commits.

## How it was set up

Devin with a playbook for the weekly changelog setup. It is pointed at GitHub issues and PRs and opens pull requests against the docs repo.

## Worth knowing

Find-and-replace edits produced awkward phrasing like "instant instant restore", and the team made over 20 manual polish commits afterward.

## Prompt

```text
Set up a changelog for this [day]. Review issue [issue link], find the relevant parts of the docs, and open a PR with the updates.
```

## Evidence note

Team write-up with one stated figure; no repo or demo linked

## Sources

- Original: https://neon.com/blog/ai-workflows-for-docs-devin

## The receipt

- Agent: Devin
- Evidence: Numbers (grade B, a specific number stated)
- Outcome: Partial
- Job type: Marketing and Content
- Industry: Software companies
- Roles: Developer, Product
- Source: Blog
- Published: 2025-06-23
- Added: 2026-10-13