Ready to Stop Using AI
and Start Building With It?
This is where the real fun starts. RAG systems. MCP servers. Claude Code. Multi-agent pipelines. If you're ready to build — let's go.
What We Build Here
Real tools. Real systems. No toy projects. Each of these is something I use in production or am actively building.
RAG Systems
Teach AI to talk to your own data — documents, databases, knowledge bases.
MCP Servers
Build and connect Model Context Protocol servers to give AI access to real tools.
Claude Code
Use Claude as your pair programmer to build real apps — fast.
GitHub Copilot Workflows
AI-assisted development workflows that 10x your coding speed.
Multi-Agent Pipelines
Orchestrate multiple AI agents working together to automate complex workflows.
AI Automation Architecture
Design and build full AI-powered business systems from the ground up.
How I Build
Here's my honest, actual stack. Not aspirational — these are the tools I use every day.
⚙️ Daily Tools
🎬 AI Video
🖼️ AI Images
🤖 RAG & Agents
What I'm Building Right Now
These are real projects. Some are live, some are in progress. All of them started as problems I had and couldn't find a good solution for.
OpBrief
In ProgressA SaaS tool for daily SEO and AI visibility briefs.
Thumbagent
In ProgressCLI + Telegram bot for YouTube competitor thumbnail research and AI image generation.
Personal AI Twin
PlanningPersonal assistant trained on everything I know — calendar-connected, SMS-enabled, voice-capable.
Builder Videos
Watch me build real systems from scratch. No fluff. Just building.
Builder tutorials coming soon
You're Only Stuck Until You Build the First Thing.
Every system I've ever built started as a problem I had and couldn't find a good solution for. Start there. Build the thing. The rest figures itself out.