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 Worked on This I run multiple n8n workflows that call Ollama for various tasks — summarizing documents, extracting structured data, and generating...
Why I Built My Own Local AI Readiness Test I've been self-hosting AI models on Proxmox for about two years now. Not as an experiment, but as actual...
Why I Started Looking at Sparse Loading I run LM Studio on my local RTX 4070 Ti with 12GB of VRAM. That's enough for most 7B models, but the moment I wanted to...
Why I Started Looking at Network Traffic in My Homelab I run a Proxmox homelab with multiple VMs, Docker containers, and services exposed through reverse...
Why I Started Looking at Model Checksums I run Ollama locally on my Proxmox cluster. It's convenient—I pull models, test them, sometimes leave them running...
Why I Started Monitoring GPU Memory in My Self-Hosted AI Stack I run several AI models locally on my Proxmox setup—mostly for text generation and image...
Why I Worked on This I run Portainer on a Proxmox node to manage Docker containers across my home lab. Most of my workloads are isolated by design—services...
Why I Had to Debug This I run local LLM inference workloads on my Proxmox homelab using Docker containers. When I started experimenting with higher token...
Why I Built a Docker Compose Security Audit System I run multiple Docker Compose stacks on my Proxmox homelab. Over time, I've accumulated services like n8n,...
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