The latest preview of the Couchbase Autonomous Operator 2.0 beta introduces several new enterprise-grade features with fully autonomous capabilities, including security, monitoring, high-availability, and manageability. This release builds on features in the Kubernetes platform at its core, re-architecting how it installs, upgrades, and manages Couchbase resources. It includes a new custom resource model, improved user and RBAC management, automated backup management, Prometheus metrics collection, certificate authentication using mutual TLS support, XDCR management, and tutorials on deploying Couchbase Mobile Integration.