The AI Record
Atlassian’s internal projects, Rovo Dev generated a higher proportion of bug (2.8x) and maintainability (1.4x) comments, while human reviewers focused more on readability and slightly more design.

AtlassianPublished by the organization itself (post), no named author

Post: Atlassian Rovo Dev Research: What Types of Code Review Comments Do Developers Most Frequently Resolve?, Inside Atlassian (Atlassian engineering blog), November 10, 2025, at Results.

  • 2.8x bug comment proportion ratio, internal projects, ~4,000 comments. A person approves

Checked against the source [ Grade B ] Said in the last year Atlassian: $6.6 billion revenue, FY2026 Sells AI tools

Filed under

Atlassian sells AI or agent tools or services, so it has a reason to publish flattering numbers about AI. The passage stays in the archive; read it with that in mind.

How this was checked

Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-11-06).

The Results section matches exactly, with a curly apostrophe in Atlassian’s and the 2.8x and 1.4x figures. The passage starts mid-sentence at 'Atlassian’s internal projects', which is fine.

How to cite this passage

Atlassian, “Atlassian Rovo Dev Research: What Types of Code Review Comments Do Developers Most Frequently Resolve?”, Inside Atlassian (Atlassian engineering blog), 2025-11-10, at Results. https://www.atlassian.com/blog/atlassian-engineering/atlassian-rovo-dev-research-what-types-of-code-review-comments-do-developers-most-frequently-resolve Archived at https://the-ai-record.com/passages/atlassian-rovo-dev-generated-higher-proportion-bug-2025

More from the same source

developers are most likely to resolve comments about readability, bugs, and maintainability. These comment types are found to be more specific and actionable, i.e., code changes were made to resolve the comments, with resolution rates between 36% and 43%.

AtlassianPublished by the organization itself (post), no named author

Post: Atlassian Rovo Dev Research: What Types of Code Review Comments Do Developers Most Frequently Resolve?, Inside Atlassian (Atlassian engineering blog), November 10, 2025, at Which Comments Actually Get Resolved?.

Checked against the source [ Grade B ] Said in the last year Atlassian: $6.6 billion revenue, FY2026 Sells AI tools Passage page

Rovo Dev is an LLM-powered agent that can review pull requests and post actionable suggestions to accelerate merges and deployments. It targets issues developers most often act on, i.e., readability, bugs, and maintainability, and formats each suggestion so authors can apply the in-line changes by just one click.

AtlassianPublished by the organization itself (post), no named author

Post: Atlassian Rovo Dev Research: What Types of Code Review Comments Do Developers Most Frequently Resolve?, Inside Atlassian (Atlassian engineering blog), November 10, 2025, at What is Rovo Dev Code Reviews?.

Checked against the source [ Grade B ] Said in the last year Atlassian: $6.6 billion revenue, FY2026 Sells AI tools Passage page

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