memgraph/kubernetes-operator repository overview

Memgraph's Kubernetes operator enables automated management of the DBMS by encapsulating operational tasks such as deployment, scaling, backups, and upgrades into custom controllers. It monitors the database's desired state continuously, ensuring consistency by automating complex tasks like failover and recovery. Operators help manage stateful workloads by handling automatic scaling based on load, scheduled backups, and seamless upgrades—without manual intervention. This reduces the operational overhead, improves reliability, and ensures databases remain highly available and properly configured in dynamic Kubernetes environments, even as they scale.