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.
AI integrations and productivity tools
Why I Benchmarked the RTX 5090 Against My 4090 I've been running local LLMs on my RTX 4090 for over a year now. My setup includes Ollama for quick CLI...
Why I Started Looking Into Speculative Decoding I run LM Studio on my local machine for testing language models without sending data to external APIs. The...
Why I Built This I run AI workloads on my home lab—mostly local models through Ollama for privacy-sensitive tasks and cost control. But local inference has...
Why I Decided to Test Llama 3.3 70B on a Raspberry Pi 5 I knew this was going to be a disaster before I even started. Running a 70-billion parameter model on a...
Why I Built LLM Response Caching with Redis I run several n8n workflows that use Ollama for text processing, summarization, and question answering. The problem...
Why I Started Running DeepSeek-V3 Locally I needed a model that could handle complex reasoning tasks without sending data to external APIs. DeepSeek-V3's 685...
Why I Built Custom Encryption for Tailscale State Files I run Tailscale on everything—Proxmox hosts, Docker containers, my Synology NAS, and a handful of...
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...
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