The text outlines CodeRabbit's comprehensive security architecture designed to protect customer code repositories during AI-driven code reviews. The company employs a layered security approach that includes creating isolated sandbox environments for each code review, using short-lived session tokens to limit access to resources, and encrypting customer data with unique keys to prevent unauthorized access. CodeRabbit integrates with popular Git platforms and processes events in isolation to minimize potential security breaches. The architecture is structured to limit the "blast radius" of any potential attack by ensuring no shared state or long-lived credentials exist. Additionally, the company enforces multiple security controls, such as automated sandbox enforcement, hardened deployment gates, and robust auditing and monitoring systems. CodeRabbit also emphasizes continuous improvement by collaborating with independent security researchers and conducting regular penetration testing and architectural reviews. The company's commitment is to deliver secure and reliable AI code reviews, maintaining customer trust by safeguarding their source code with a "security by default" mindset.