Automate On-Demand GPU Jobs with a Cloud API, Docker, SSH Keys, and Cleanup Scripts
GPU workloads are increasingly short-lived. Model evaluations, fine-tuning runs, batch inference, simulations, and GPU-enabled CI/CD checks often need…
GPU workloads are increasingly short-lived. Model evaluations, fine-tuning runs, batch inference, simulations, and GPU-enabled CI/CD checks often need…
Wire ipa-healthcheck into Prometheus via node_exporter textfile collector, build a Grafana dashboard with per-check granularity, alert on five…
Upgrade Fedora 43 to Fedora 44 with dnf system-upgrade: tested commands, real output, full cleanup, and troubleshooting for…
You have just finished a fresh CachyOS install (or you are still on the way and following the…
Step-by-step Fedora 44 Workstation install with real screenshots: download ISO, boot the Anaconda Web UI, partition Btrfs, and…
CachyOS ships its own kernel, its own optimized package repos, and a small GUI called cachyos-kernel-manager for swapping…
CachyOS turns Arch Linux into something you can actually install on a laptop, desktop, or VM in fifteen…
Enable FreeIPA 4.12 ACMEv2, issue 90-day RSA certs with certbot and acme.sh, auto-renew via systemd timer and cron.…
Hands-on install, config and tested examples for Kimi K2.6 on macOS and Ubuntu Linux. Three traps every existing…
Tune Ubuntu 26.04 LTS server with measured before/after benchmarks: USE method triage, BBR, BDP-sized TCP buffers, NIC rings,…
Running vLLM on Kubernetes is the natural next step after a single-box install. The OpenAI-compatible API stays the…
vLLM is the open-source inference engine that turned PagedAttention from a research paper into the default way to…