AI BriefingCodeRabbit ships 20x more software with same team using Codex
·2026.11.09 17:00
Key point
CodeRabbit uses OpenAI Codex to ship 20x more software and CodeRabbit Secure (powered by Daybreak and Codex) to find 43,000 vulnerabilities in 13,000 scans.
Details
- CodeRabbit reports shipping roughly 20 times more software over the last 6 months without adding engineers by using OpenAI Codex.
- The platform uses GPT-6 Astra for planning and orchestration, which caught 50% of issues in CodeRabbit's internal benchmark, and GPT-6 Luna for lower-cost subagents.
- CodeRabbit Secure, powered by Daybreak and Codex models, found over 43,000 security vulnerabilities across 13,000 deep scans during a recent promotional offer.
- The company manages marketing and operations through code, including deploying Google Ads via pull requests and using a Codex-powered Slack bot to triage incidents.
- CodeRabbit serves over 20,000 organizations and 150,000+ open-source projects, using AI agents to validate and secure code generated by other AI tools.
- CEO Harjot Gill estimates pushing 2,500 to 3,000 pull requests in the 30 days prior to the interview, aided by streamlined release processes and automated low-risk changes.
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