AI Architecture Sprint
Pressure-test the architecture before your team spends a quarter building.
- Architecture review
- Written build plan + estimates
- Reference code for the riskiest call
- Walkthrough + 1 week async follow-up
AI-native product studio
Agent systems, AI platforms, and design-engineered UI, shipped in weeks, not roadmapped for quarters.
Creator of Cult UI and AI SDK Agents. Author of LangChain.js's PII masking module. Built generative AI inside a top-10 US bank.
Your team can vibe-code an impressive agent in a weekend. Getting it into production, with evaluation, data boundaries, durable state, streaming UX, and an interface people choose every day, is a different job. That's the only job this studio does.
Anyone can demo AI. Shipping it is the work.
All the production work under one roof.
Fixed price. Fixed scope. I start every engagement with production-grade patterns I've already shipped publicly, which is why these run in weeks, not quarters.
Pressure-test the architecture before your team spends a quarter building.
A production AI product or feature, shipped — not a demo.
Work I've shipped in public. Open any link and poke around.

Cult UI
Open source
I built this for design engineers who live in shadcn: copy-paste, MIT, with .claude, .cursor, and agent skills so coding agents can consume components directly.

AI SDK Agents
Product
I shipped 120+ Vercel AI SDK patterns with live previews, plus four full-stack templates: multi-agent orchestration, RAG, artifact streaming, multi-tenant auth. Hit 100k visitors in the first nine months.

LangChain.js
Open source · Enterprise AI
I wrote the PII masking module that lands in LangChain.js: masking and rehydration around LLM calls for Ally.ai, serving 700+ associates at a top-10 US digital bank.

newcopy
Platform · White-label
I built the brand-aware context engine agencies white-label: 50+ auto-analyzed taxonomy elements injected into every AI interaction for Fortune 500 content programs.
Stack
TypeScript-first, model-agnostic. The same kit behind Cult UI, AI SDK Agents, and every client build, so your product runs on OpenAI, Claude, or Gemini interchangeably, and is never locked to one vendor.
30 minutes, free. Honest take on fit, scope, and who to call if not me.
Scope, price, timeline, and deliverables in writing. No hourly meters.
Weekly demos of working software from week one. You see progress, not status reports.
Docs, walkthroughs, and pairing sessions so your team owns it. Retainer optional.
Jordan Gilliam
Founder & Design Engineer
Jordan Gilliam
Founder & Design Engineer
I'm a design engineer specializing in AI-native products — from generative AI at a top-10 US bank to open-source tools reaching 400k+ developers a year.
Last updated: July 14, 2026
Contact
If you're building something AI-native and want it shipped by someone who's done it in public, book a scope call. 30 minutes, costs nothing, and I'll tell you if I'm not the fit.
Book a scope call