tool change · global

AI code review: Atlassian splits it between two agents, JetBrains proposes a three-tier review

Oct 12, 2026 · Issue 11 · 6 sources, 6 articles

Atlassian has split code review between two AI agents, and JetBrains Research proposes a three-tier workflow to address the trust problem in review. Atlassian sped up review in a large monorepo with an agentic pipeline, and another report cites a 46% trust gap.

Who is affected and how

tech lead: Define what the AI checks and what humans check, and tailor the review process accordingly.
senior developer: Use the AI reviewer for pre-screening, but keep logic and architecture checks for yourself.

Tool change log

Narrative: Code review has become the new bottleneck

Sources

JetBrains Framework Solves the AI Code Review Bottleneckaicodewriter.pro · Oct 12, 2026
Atlassian split code review between two AI agents · quicknews.huquicknews.hu · Oct 14, 2026 · magyar
How we accelerated code review in a large monorepo using Agentic Pipelinesatlassian · Oct 14, 2026
How we accelerated code review in a large monorepo using Agentic Pipelines - Inside Atlassianatlassian.com · Oct 14, 2026
AI Code Review Race: 4 Editors, 46% Trust Gap [2026]https://tech-insider.org/ · Oct 18, 2026
AI Code Review Tools: 4 Editors, 46% Trust Gap [2026]tech-insider.org · Oct 18, 2026

Machine-generated summary based on the titles and excerpts of the source articles. The facts come from the linked article.