Show HN: Open-source AI code review for Bitbucket using Claude CLI (medium.com)

A new open-source project has emerged that addresses a critical gap in AI code review for Bitbucket users by leveraging Claude Code, significantly reducing costs while improving the review process. Traditional AI-powered tools for code review can be prohibitively expensive, charging around $12 per developer per month. In contrast, this solution costs just $3 per month for teams, offering a staggering 97.5% reduction in expenses. The initiative is particularly significant for developers in high-pressure environments who often miss bugs even after thorough human reviews. The architecture of this solution ensures that code quality checks are performed securely and efficiently. When a pull request is created, a webhook triggers an automatic clone of the repository on the local infrastructure, allowing Claude Code or GLM-4.6 to analyze changes without involving third-party services. This method not only ensures no sensitive code leaves the company’s environment but also allows for customization to address specific needs—for instance, enhancing security reviews. Following its open-source release, the project has garnered positive feedback and establishes a roadmap for cost-effective AI solutions that maintain high code quality standards, making advanced tools accessible for teams of all sizes.