AI Solutions Architect
Guy Dvorkin
You know AI can transform your business. You just don't know where to start. I've done this 139 times. Let me show you how.
AI Workforce Architecture
What I Build
Production dashboard screenshot goes here
(Grafana / n8n / system dashboard)
Autonomous Knowledge Retrieval
Custom RAG framework achieving 98% accuracy in knowledge mapping through advanced semantic chunking and hybrid search algorithms. Running across 4 brands with zero human operators.
Latest Content
I built OpenBrain -- a personal knowledge system. Here's why every AI builder needs one.
A thought capture system backed by pgvector embeddings and semantic search. How I never forget an idea, decision, or insight.
How self-improving AI skills work (the Karpathy autoresearch pattern)
Skills that evaluate themselves, detect failures, update their own rules, and get better over time. The pattern behind my self-improving AI workforce.
5 departments you can replace with AI this quarter (and what it actually costs)
Sales, support, content, data entry, and QA. Real numbers from real implementations. No theory -- just what works.
My n8n LEGO-block pattern for workflow automation
How I build modular, reusable workflows that snap together like LEGO blocks. The architecture behind 29 production workflows.
ChatGPT is a toy. Claude Code is a production tool.
Why I moved my entire development workflow to Claude Code and never looked back. The difference between chatting with AI and building with it.
I run 4 brands with zero employees. Here's what my AI workforce looks like.
91 AI skills. 29 n8n workflows. 37 AI agents. A breakdown of the AI workforce running four businesses generating $50K/mo.