Design Delight Studio · Boston · solo-built
I am Robert McCullock. Working solo, I define the constraints and direct AI agents to write, test, and ship the code — everything here is live and verifiable. It starts with Sovereign Orchestrator Pro: a 12-agent system that researches, writes, and publishes across WordPress, Shopify, X, and Reddit on its own, for under $13 a day.
Design Delight Studio is a Boston sustainable-streetwear brand and AI engineering studio run by founder Robert McCullock. Solo, he has shipped six production AI systems — led by the 12-agent Sovereign Orchestrator Pro — plus two commercial desktop apps, two browser games, a live AI-built web directory, a 59-class coding academy, and a 684-product Shopify storefront, by directing AI agents under hard constraints.
The method
Every production change moves through one constraint-driven loop. No code reaches the live store until it matches a contract the architect defined in advance.
intent & constraints
deploy contract
execute via Shopify MCP
sha256 · markers · smoke
human gate + rollback
“I didn’t write a line of this. I designed the constraints. The agents did the rest.”Robert McCullock — Founder & Architect
The systems
Each is a working, audited build. Numbers are counted from the build manifest; follow any card to its full case study.
SOP researches, writes, and publishes across four platforms — WordPress, Shopify, X, and Reddit — with no human in the loop. It runs on a hybrid stack: five local Ollama models on an RTX 3060 for the bulk work, with Gemini for the hard calls, so cost is telemetry-capped at roughly $8–$13 per day and often runs under $1. Seventeen concurrent threads, twelve specialized agents, JSON-persisted state, and a cost governor that throttles itself before it ever overspends.
And five more systems in production:
Neural operating system
A multi-agent neural operating system — the orchestration layer that coordinates specialized agents into one working environment. Architected and shipped in a 52-hour sprint.
Autonomous digital office
An autonomous digital-office system that coordinates research, planning, and execution across a roster of agents — a technical-whiteboard build now in its ninth major version.
Autonomous creative agency
A full-stack generative-media system (AGI-CORE-Pro V1.0) that scripts, generates, and assembles video and imagery through Veo 3.1, Imagen 4.0, and Gemini. The economics are the point: roughly $0.40 per 10-second clip versus $5,000–$15,000 for comparable studio production.
Niche & product engine
A research-to-output engine built on a dual three-step pipeline across four Gemini models, turning a niche brief into structured, ready-to-use product and content assets.
Live · customer-facing
Photorealistic AI garment fitting on apparel product pages, powered by gemini-2.5-flash-image. A key-safe Express proxy on GCP Cloud Run keeps the API key server-side. No email, no signup — verified live on the published theme.
Live & purchasable
Not prototypes. Both ship today on ddsboston.com with a serverless license gate and a bring-your-own-key model.
Generative audio · desktop
A bring-your-own-key neural synthesizer — an Electron desktop client that turns prompts into generative audio, gated by a serverless license check.
YouTube automation · desktop
A bring-your-own-key YouTube content-automation studio in a single Electron desktop app, with the same serverless license model and zero subscription.
Playable
Built with the same AI-directed workflow — full game logic, art direction, and UI, shipped as standalone pages. No installs, no tracking.
A modern, AI-powered reimagining of the BBS-era RPG classic — turn-based combat, character progression, and a living text world, rebuilt for the browser.
A polished match-3 puzzle game that respects your privacy — no email, no signup, no tracking. Pure browser gameplay, built end to end.
Always on
Beyond the headline systems, a set of scheduled agents runs the day-to-day with the human out of the loop.
Daily
An autonomous research-to-publish agent that has shipped 25+ consecutive daily blog issues without manual authoring.
Daily
A scheduled pipeline that produces finished video every day through the studio’s generative-media stack.
Continuous
Pin-comment and channel-engagement automation that runs against the channel without manual intervention.
Weekly
Recurring agents that draft long-form articles and assets on a weekly schedule for human review.
Teaching the method
The same intent-based, AI-directed method, taught openly. The Academy is free and built with the very workflow it documents.
Curriculum
From “what is vibe coding” foundations through advanced agentic builds, MCP servers, sovereign RAG, and the SEO Magnet System.
Access
The entire curriculum is openly accessible — built as a teaching asset, not a paywall.
Built by AI
Delivered across three gateway template variants, every page assembled with the constraint-driven workflow on this page.
Free & live
Not everything is a product. These are live, AI-built web properties and free tools — shipped and in use.
Live web app · AI-built
A real-time directory of Massachusetts thrift, vintage, and antique shops — a single-page web app with structured data and an llms.txt, engineered to be found by both search engines and AI assistants.
For Shopify owners
A library of single-prompt app builds for Shopify store owners — copy a prompt, get a working tool. A teaching artifact and a working toolkit in one.
For tenants
A free, self-serve tool built to help people defend their homes — a real civic build, live and in use, made with the same AI-directed method.
The storefront
Design Delight Studio is itself a proof of work: a full sustainable-apparel catalog on Shopify Basic, built and tuned by one architect with agentic AI.
Catalog
Made-to-order sustainable apparel and accessories — tees from $24.99, totes $34.99 — across 110 pages.
Accessibility
20+ store sections rebuilt to meet WCAG 2.1 AA, with semantic structure and keyboard support.
Core Web Vitals
PageSpeed lifted from 47 into the 70–80 range through deferred loading and image and font discipline.
Discovery
The SEO Magnet System: structured data, answer capsules, and a 2,388-line sitemap engineered for AI citation.
Home
A single hand-architected homepage section coordinating the store’s primary merchandising and narrative.
Reference
The SEO Magnet System and full portfolio are published openly for review.
SEO Magnet masterclass →Reach
Distribution is organic across seven platforms. The figures below are a June 2026 snapshot.
Two of the systems are commercial products generating revenue, and the storefront has been live and selling throughout. Detailed sales figures are kept private; the proof on this page is the shipped work itself.
The brand
Design Delight Studio's apparel is made to order against recognized standards.
Design Delight Studio is not OEKO-TEX certified. See the certifications page →
Questions
In one screen
Work with Robert
If you are evaluating an investment, a partnership, or custom AI engineering, the fastest path is a direct email. Or dig into the proof first — the case studies and portfolio go deep.