Site Reliability Engineers at 66degrees ensure nearly zero downtime by implementing self-healing automation and continuous improvement for cloud systems. They work with clients to develop and maintain cloud architectures, optimize deployments, and handle infrastructure-related issues using Google Cloud technologies.