# Resources

Checklists and role quick guides for running workloads, tuning performance, and managing workspaces on Eugo.

Source: https://university.eugo.io/resources

---

- [Workload readiness checklist](https://university.eugo.io/resources/workload-readiness-checklist) — Verify a workload is worth distributing before you spend cluster time on it. (Checklist)
- [Performance tuning checklist](https://university.eugo.io/resources/performance-tuning-checklist) — Work through the usual causes when a distributed run is slower than expected. (Checklist)
- [Workspace setup checklist](https://university.eugo.io/resources/workspace-setup-checklist) — Stand up a workspace a team can actually work in, in the right order: storage and libraries before access, access before the first cluster. (Checklist)
- [Cost optimization checklist](https://university.eugo.io/resources/cost-optimization-checklist) — Keep compute spend predictable without giving up throughput: what to check weekly, how to stop paying for idle clusters, and where to right-size. (Checklist)
- [Migrating from cloud VMs](https://university.eugo.io/resources/migrating-from-cloud-vms-checklist) — Move a workload off hand-managed instances without losing reproducibility. (Checklist)
- [Quick guide: data scientist](https://university.eugo.io/resources/quick-guide-data-scientist) — The short version of what a data scientist needs on day one: where code runs, where data has to live, and the one habit that keeps a cluster busy. (Quick guide)
- [Quick guide: ML engineer](https://university.eugo.io/resources/quick-guide-ml-engineer) — GPUs, per-call resource requests, and which optimizations the runtime applies on your behalf, plus how to confirm work actually reached the GPU. (Quick guide)
- [Quick guide: workspace admin](https://university.eugo.io/resources/quick-guide-workspace-admin) — Setup order, member roles, and the two numbers worth watching weekly: usage against plan limits, and clusters still running after their work finished. (Quick guide)
- [Quick guide: org owner](https://university.eugo.io/resources/quick-guide-org-owner) — Plans, accountability, and the questions worth asking monthly: who is spending what, which limits are close, and whether access still matches the team. (Quick guide)