How We Exploited CodeRabbit: From Simple PR to RCE and Write Access on 1M Repos

August 19, 2025 Nils Amiet AI Security Leave a comment In this blog post, we explain how we got remote code execution (RCE) on CodeRabbit’s production servers, leaked their API tokens and secrets, how we could have accessed their PostgreSQL database, and how we obtained read and write access to 1 million code repositories, including private ones. This blog post is a detailed write-up of one of the vulnerabilities we disclosed at Black Hat USA this year. The details provided in this post are meant to demonstrate how these security issues can manifest and be exploited in the hopes that others can avoid similar issues. This is not meant to shame any particular vendor; it happens to everyone. Security is a process, and avoiding vulnerabilities takes constant vigilance. Introduction Last…

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