In addition, Rovo Dev is focusing only on actionable comments with only 0.6% classified as “No Issue”.
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.
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.
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 has this sentence. The only differences are curly vs straight quotes around “No Issue” and whitespace from tag stripping, both allowed. The sentence is followed by 'Figure 1'.
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-focusing-actionable-comments-only-2025
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?.
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.
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?.
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