In March 2025, Andrey Karaimin enhanced the nebius/soperator repository by developing a flexible container orchestration feature with Slurm integration, focusing on operational reliability and configuration clarity. He implemented custom entrypoint and argument overrides for NodeContainer, allowing per-workload startup customization in containerized Slurm environments. Using Go and YAML, Andrey also standardized worker annotations within the SlurmCluster CRD, reducing misconfiguration risks and ensuring consistent application across nodes. His work emphasized maintainability through clear definitions and improved commit practices. The depth of these changes enabled more adaptable workload management and reduced operational risk for users deploying containers on Slurm clusters.