John Hughes Wilcox
Executive Chef · Anthem Restaurant
AI Engineer / Architect · vibechef.dev
$ commit --after-service { i.ship(); }
The Method
I’ve spent 15 years leading kitchen teams — building trust under pressure, reading a room, knowing when to step in and when to let people run. At Anthem, that means guiding a crew through 200 covers of tex-asian fusion every service, making a hundred small calls a night at speed, under heat, with no margin for error.
When I started building AI systems, the parallels were immediate. The best autonomous agents work the way great kitchen teams do — each one has a clear role, knows when to escalate, and trusts the others to hold their station. My agent networks aren’t mechanical pipelines. They’re modeled on the way real teams communicate: delegation, awareness, and knowing when to call an audible.
That’s the method. Leadership is leadership — whether you’re calling tickets on the line or orchestrating 32 AI agents across research, trading, and content. The tools change. The instincts don’t.
Two Kitchens
15+ Years · Omaha Culinary Scene
The Line
15+ years of kitchens. Every station, every service, every season.
The Menu
What I’m building on the other side of the pass.
Tech
Cerebrus.xyz
Multi-model AI synthesis. Orchestrates GPT-4, Gemini, Claude into unified, higher-quality output.
CerebrusPulse.xyz
Crypto intelligence API. Real-time market signals, sentiment, on-chain data.
Nexus Agency
32-agent autonomous AI platform. Research, content, code, trading — each with a dedicated agent.
N3XUSBVSS
Electronic music production exploring AI-augmented creative workflows.
NexusFaith.ai
Crypto meets consciousness. AI-driven spiritual exploration at the intersection of blockchain and belief.
The Kit
Every craft has its kit. Here’s mine — across both kitchens.
The Kitchen
- Team leadership
- Menu development
- Texture & flavor systems
- Mise en place
- Service execution
- Costing & food margins
- Training & SOPs
The Build
- Autonomous agent systems
- LLM orchestration
- API architecture
- System state management
- Deployment & monitoring
- Risk management & sizing
- Documentation & protocols
Orchestration under pressure. Precision within constraints. Systems that hold up when you step away.
Pull Up a Chair
Whether you’re looking to collaborate on something culinary, need an AI systems architect who can actually ship, or just want to talk — I’m interested.