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 Built This I run several Docker containers on Proxmox—databases, monitoring tools, a few automation services. Most of them live on internal networks,...
Why I Built a Model Quantization Pipeline I run several AI models locally on my Proxmox cluster. Some run in Docker containers, others in VMs. The problem I...
Why I Built This I run LM Studio locally on my home server to handle various AI tasks—text processing, summarization, coding assistance. It works well, but I...
Why I Built a Local LLM Response Cache I run multiple LLMs locally—Mistral, Llama variants, and sometimes Qwen for specific tasks. These models live on my...
Why I Started Debugging CUDA Memory Errors I run a Proxmox home server with an RTX 4090 passed through to a dedicated VM for local AI workloads. When I first...
Why I Built Circuit Breakers for My LLM Workflows I run several n8n workflows that call self-hosted LLM APIs—mostly Ollama on my Proxmox cluster and...
Why I Built Rate Limiting for My Self-Hosted LLM Endpoints I run several self-hosted LLM endpoints on my Proxmox cluster. Some are Ollama instances, others are...
Why I Worked on This I run Pi-hole on a Proxmox LXC container as my primary DNS resolver and ad blocker. It works well for my local network, but when I added...
Why I Needed This I run multiple internal services in my homelab—n8n, Synology apps, Proxmox web UI, monitoring dashboards. For years, I accessed them over...
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