
AI Automation Services and Custom Software for Business Owners.
Premium consulting, custom AI systems, and AI training for business owners who want compounding leverage: strategy, software, and the teams who can run it, delivered end-to-end.
YouTube
Latest videos
How It Works
Describe your problem. Get a working system.
Strategy
Your goals get mapped to what is actually worth building and why it moves the business, before any code gets written.
Build
Your product gets designed and built across the full stack, with every decision from architecture to interface staying accountable to your outcome.
Deployment
Your idea moves from first concept to production, remote-first, with clear async communication and regular deployment checkpoints.
What you can build
Your workflow, built and running
AI Agents & MCP
Model Context Protocol servers and agent tooling that give AI assistants real, production-grade capabilities.
AI Automation
Your team gets its repetitive manual work automated, freeing up hours to focus on clients instead of admin.
Developer Tools
Code intelligence and automation that make engineering teams faster, from semantic search to data pipelines.
SaaS Products
End-to-end hosted products: scraping, detection, AI processing, and a polished web app, shipped to real users.
Native Apps
Performance-critical macOS and iOS apps, including on-device LLM inference with Metal acceleration.
Design Systems & Web
Design tokens, component systems, and marketing sites built for speed, consistency, and SEO.
AI Training & Enablement
Hands-on AI training for founders and their teams, taught on your own real work rather than generic examples.
Selected Work
Systems that compound
Blog
Worth your time
The essays are on the way. Frameworks and shipping stories, delivered to your inbox first.
Frequently Asked Questions
- What do you build?
- AI systems and agents (including Model Context Protocol servers), developer tools, hosted SaaS products, and native macOS/iOS apps. Recent work includes Foldout, TIDAL MCP, YouTube Knowledge MCP, Token Stunt, Stover, and LM Pocket.
- How do you work with clients?
- Engagements are limited to a small number at a time, staying close to the code from first idea to production, with strategy, design, and implementation in one.
- What technologies do you use?
- Modern, production-grade technology chosen for reliability and speed to market: React and Next.js for fast, SEO-friendly web apps, Python and Rust for AI systems and automation that scale, and Swift for native iOS and macOS apps. Every stack decision is made to minimize long-term maintenance cost and avoid vendor lock-in.
- Are you available for new projects?
- Yes. Consulting and build engagements are open, with a small number of clients taken on at a time. The most direct way to start is through the contact page, with a short description of what you are building.
- Do you work remotely?
- Yes. Engagements are remote-first and run worldwide, with clear async communication and regular deployment checkpoints.
Working on something ambitious?
Tell me what you're building. You'll get a clear answer on fit, fast.
Start the conversation




