A typical self-hosted stack includes a mix of older hardware like Intel NUCs or used Supermicro boards, OS choices like Ubuntu or Debian, and services such as Plex, Gitea, and Home Assistant. People often use microk8s or Docker for container management, NFS for storage, and DDNS services like cloudflare for DNS management. Budget tips include buying used hardware or Raspberry Pis.