JohnHughesWilcox
Building teams and systems that feed.
The method
is the same.
“Now I build AI systems the same way. My agent networks aren’t mechanical pipelines. They’re modeled on the way real teams communicate — with hierarchy, trust thresholds, and the ability to improvise when the plan breaks.”
I’ve spent 20 years leading kitchen teams — building trust under pressure, making split-second calls, and running systems that can’t go down during a 200-cover service.
The overlap is not a metaphor. Mise en place is systems thinking. Recipe scaling is linear algebra. Inventory is resource allocation. I learned to code to solve kitchen problems. Now the kitchen informs the code.
Currently — Executive Chef at Anthem, Omaha, Nebraska
Twenty years on the line.
From dishpit to executive chef. Every kitchen taught something the last one couldn't.
Over the Flame
What's firing from my station after service...
CerebrusPulse
Crypto intelligence API. Real-time market signals, sentiment, on-chain data. Pay-per-query via x402 micropayments.
View project →
Archon Merkaba
68-agent autonomous AI gateway. Research, content, code, trading — orchestrated across VPS and local infrastructure.
VoidReality
Immersive WebXR experiences. Sacred geometry, audio-reactive cathedrals, and full album worlds you walk through.
View project →
N3XUSBVSS
Electronic music production exploring AI-augmented creative workflows.
View project →What I build for clients.
Starting at $2,500 for focused builds. Retainers available for ongoing work.
AI Agent Systems
Multi-agent architectures that coordinate, delegate, and self-heal.
- •MCP server development
- •Claude, GPT, Gemini integration
- •Agent orchestration & routing
- •Tool-use pipelines
AI Automation
Replace manual processes with agents that run without you.
- •Content generation pipelines
- •Monitoring & alerting systems
- •Data processing & ETL
- •Social media automation
Trading & Market Systems
Exchange integrations, signal processing, risk management.
- •WebSocket bridges & REST APIs
- •Signal processing & regime detection
- •Risk management & circuit breakers
- •Multi-timeframe strategy engines
Web Design & Development
AI-native and blockchain-integrated web experiences.
- •Next.js, React, Astro
- •Web3 / DApp frontends
- •AI-powered UI/UX
- •Responsive & accessible
AI Consulting
Strategic guidance on AI integration, agent architecture, and automation roadmaps.
- •AI readiness assessment
- •Architecture planning
- •Workflow optimization
- •Team training & adoption
Full-Stack Development
From landing pages to production platforms. Clean code, fast ships.
- •Python services & APIs
- •Docker & VPS deployment
- •CI/CD & monitoring
- •Database design
Two toolkits.
Kitchen
Build
TypeScript, Python, Solidity, Bash
React, Next.js, Astro, Three.js, Tailwind CSS
Claude / Anthropic, GPT-4 / OpenAI, Gemini, MCP, 32-Agent Orchestration
Hyperliquid SDK, Hardhat, Viem, The Graph, x402, Filecoin / IPFS
WebSocket Bridges, Regime Detection, Kelly Sizing, ATR Brackets, Circuit Breakers
Docker, Linux VPS, Vercel, n8n, SOPS / age, Telegram Bots
Credentials
Let's cook.
I build AI agent systems, automation pipelines, and trading infrastructure for clients.
Starting at $2,500 for focused builds. Retainers available for ongoing work.
johnhugheswilcox@gmail.com