With 15+ years of experience, I specialize in self-hosting, AI automation, and Vibe Coding – building applications using AI-powered tools like Google Antigravity, Dyad, and Cline. From homelabs to enterprise solutions.
Technical notes, walkthroughs, and troubleshooting write-ups focused on self-hosting, automation, networking, and developer tooling.
Why I Needed to Move 200GB of Ollama Models I run Ollama on TrueNAS SCALE inside a Docker container. When I first set it up, I pointed the model storage to a...
Why I Built an Automated Quantization Pipeline I run several AI workloads on my local Proxmox cluster and Synology NAS. When a promising new model drops on...
Why I Started Looking Into This I run Ollama on a Proxmox VM with GPU passthrough, using a single RTX 3060 with 12GB VRAM. My workflow involves switching...
Why I Started Tracking Token Costs I run several self-hosted LLM instances on my Proxmox cluster—mostly for internal automation, content processing, and some...
Why I Built This I run multiple Ollama models locally on my Proxmox server—some small and fast, others larger and more capable. The problem I kept hitting...
Why I Started Benchmarking Local LLM Inference I run Ollama and LM Studio on my home server because I need AI models that don't send my data to external APIs....
Why I Built This I run local LLM APIs on my home network using Ollama and LM Studio. These APIs sit behind WireGuard because I want to access them from...
Why I Worked on This I run a split network setup at home: a Proxmox cluster on one subnet, IoT devices on another, and a DMZ for internet-facing services. I...
Why I Built Rate Limiting and Geo-Blocking Into Caddy I run several self-hosted services on my home network—things like Vaultwarden, Nextcloud, and a few...
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