
Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)
Self-Hosted Databricks Alternative: Homelab Data Lakehouse Part of the homelab build series. Trino,...
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Self-Hosted Databricks Alternative: Homelab Data Lakehouse Part of the homelab build series. Trino,...
Tested on NetBox 4.5, FortiOS 7.4, RouterOS 7.23 (long-term) and Proxmox VE 8.3 I wanted NetBox to...
A transcoding setting that says QSV proves nothing. Pass an Intel iGPU into an unprivileged Proxmox container the way the Jellyfin docs recommend, the
k3s wins for Kubernetes workloads, Docker Swarm is in maintenance decline after the Docker Engine v29 API break, and Nomad is source-available under BUSL rather than open source. The licensing and release-cadence facts decide this more than features do.
A device that usually gets the same local address can suddenly get a different one. That's...

SMB shares failing on Windows, fixed by arp -d, broken again on reboot. Tracing it through Nexus CAM and ARP tables to a duplicate IP on the VLAN.
Reach a server with no open port: reverse SSH tunnel, Tailscale or WireGuard, Cloudflare Tunnel, or...
A repository is a very good place to lose a secret. It is copied to every clone, mirrored to every...
Resumen de n8n 2.44.0 a 2.44.3, su impacto en un homelab y qué comprobar antes de actualizar, con el estado estable/beta según la documentación.

The gap between top open models narrowed in 2026. Your moat was never the weights — here's what...
An unfamiliar entry in your router’s device list is worth checking. On its own, though, it doesn't...

Managing a homelab often starts with a single Docker container and quickly escalates into dozens of...