Article Complete
    AIM

    Claude Code Now Catches ‘Extremely Subtle Bugs’ With New Code Review Feature

    Claude Code Now Catches ‘Extremely Subtle Bugs’ With New Code Review Feature

    Discover how Claude Code's new feature enhances code reviews. Learn more and improve your PR quality today!

    Claude Code Now Catches ‘Extremely Subtle Bugs’ With New Code Review Feature
    Supreeth Koundinya··Updated OCTOBER 20, 2026, 10:25 PM
    5 min

    Anthropic has announced a new feature for Claude Code called Code Review. The company has said that whenever a pull request (PR) is opened, Claude dispatches a team of agents to hunt for bugs.

    The feature is now in research preview for the Team and the Enterprise plans. Anthropic added that this new feature is more thorough than the existing Claude Code GitHub Actions feature, which can automate review and fix bugs on a GitHub workflow. 

    The agents ‘dispatched’ by the Code Review feature look for bugs in parallel, verify bugs to filter out false positives and rank bugs by severity.

    “The result lands on the PR as a single high-signal overview comment, plus in-line comments for specific bugs,” Anthropic said in the blog post. 

    The company also stated that the depth of reviews is scaled based on the PR, with large or complex changes getting more agents at disposal, whereas trivial ones get a ‘lightweight pass’. 

    “Based on our testing, the average review takes around 20 minutes,” Anthropic added. 

    Boris Cherny, the co-creator of Claude Code, said the code review feature was built first for Anthropic itself, which internally uses Claude Code at a large scale. “Code output per Anthropic engineer is up 200% this year, and reviews were the bottleneck,” he wrote in a post on X. 

    “We run Code Review on nearly every PR at Anthropic. Before, 16% of PRs got substantive review comments. Now 54% do,” the company further said. “It won't approve PRs—that's still a human call—but it closes the gap so reviewers can actually cover what's shipping.” 

    In its internal testing, Anthropic said that if a one-line change to a production service looked routine, a diff like that would normally be approved quickly. “But Code Review flagged it as critical. The change would have broken authentication for the service, a failure mode that’s easy to read past in the diff but obvious once pointed out,” the company said. 

    “It was fixed before merge, and the engineer shared afterwards that they wouldn't have caught it on their own.” 

    Jarred Sumner, founder of the Bun open source framework (now part of Anthropic), shared his experience in testing the feature inside Bun’s repository for a week. “It regularly catches extremely subtle bugs and rarely makes mistakes,” he wrote in a post on X.

    Your reaction

    Discussion

    What's your take on this story?

    0/1000

    No comments yet — be the first to share your view.

    Explore our newsletters

    Build your routine with some of our top newsletters or view them all here.

    Wake up informed

    Make sense of the day's AI news and breakthroughs with our morning briefing.

    Belamy
    WeeklyBelamySee the latest

    Industry intelligence

    Receive a roundup of AI adoption stories by industry vertical, curated for professionals.

    3x WeeklySector6See the latest

    By signing up, you agree to our Privacy Policy.

    Membership

    Stay ahead with AI insights.

    Unlimited access to premium articles, exclusive analysis, and the stories shaping India's AI economy.

    Subscribe now

    AIM Americas

    1190 Miraloma Way Suite P, Sunnyvale, CA 94085

    AIM India

    1st Floor, Sakti Statesman, Bellandur, Bengaluru – 560103

    © 2026 AIM. All rights reserved.