CodeRabbit scales agentic software development and ships 20x more
CodeRabbit uses OpenAI models to validate AI-generated code and has shipped 20x more software with the same team.Summary
CodeRabbit, an AI-powered code review and governance platform used by over 20,000 organizations, leverages OpenAI models to validate and secure AI-generated code. CEO Harjot Gill notes that code review is the first bottleneck when adopting coding agents. The company uses reasoning models like OpenAI o1 and o3, and newer models such as GPT-6 Astra and GPT-6 Luna, to improve issue detection and make advanced agents economical. With Codex, CodeRabbit has shipped roughly 20 times more software over six months without adding engineers, as Gill personally pushed 2,500–3,000 pull requests in 30 days. This required rethinking the software delivery process and using CodeRabbit to auto-ship low-risk changes. CodeRabbit also uses Codex for marketing and operations, and employs Daybreak with OpenAI's Cyber model for security testing, leading to the launch of CodeRabbit Secure, which found over 43,000 vulnerabilities in 13,000 deep scans.
(Source：OpenAI)