Confidential AI for GitLab Self-Hosted

Your developers want AI coding agents. Your source code is regulated IP that can’t be sent to a third-party AI service, and your compliance team has said so in writing. The usual escape hatch, standing up your own GPU cluster and running the models yourself, means buying scarce hardware, hiring a team to operate it, and still trailing the frontier models by months.