containerization , Automated Testing, Release Management, Devops, Docker, Kubernetes, Spack, SLURM, Singularity, Git-based Workflows, Distributed Storage Systems, GitLab CI, HPC Environments, Batch Schedulers, Apptainer, Versioning Strategies, Guix, Performance Benchmarking