AI Strategy & Full-Stack Development

Helping businesses integrate generative AI into their core products, bridge complex LLMs with premium user-centric applications, and dominate generative search.

What I do

I am an AI strategist and full-stack developer with 25+ years building online businesses. Today my work centers on one question: when your next customer is an AI assistant instead of a human with a browser, is your business visible, understandable, and transactable? I design and build for that world — Generative Engine Optimization (GEO), agentic commerce, and hybrid WordPress + React applications that serve humans and machines equally well.

Core services

AI strategy and integration — practical roadmaps for putting LLMs, agents, and automation into real products and workflows.
GEO and AI search visibility audits — find out how ChatGPT, Claude, Perplexity, and Google AI Overviews actually see your site, then fix it.
Custom autonomous agents — purpose-built AI agents that handle research, operations, and customer work around the clock.
Hybrid web builds — WordPress + React architectures that keep WooCommerce, SEO, and modern UX in one stack.

Start here

Read the AI Playbook for strategy guides on conversational search and automation, try the free AI tools, or get in touch to talk through a project.

Latest from the AI Playbook

From Vibe Coding to Autonomous Swarms: Deploying Open-Source Agent Harnesses
Executive Summary: The Architecture Shift I've spent twenty years shipping software, and the last two living almost entirely in agentic workflows, building from a laptop on the Gulf coast instead…
The Real Cost of Owning Your Stack
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.I build fully vibe-coded sites with…
Your Website Is Now an API for AI Agents
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.For twenty years a website had…
Who Edits the Website When There Is No wp-admin?
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.When I suggest a business might…
Postgres or Firestore? Choosing the Database Under a Vibe-Coded Site
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.Once WordPress is gone, the first…
AI Crawlers Don’t Run JavaScript. Your Vibe-Coded Site Probably Assumes They Do.
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.Here is the trap waiting for…
Posts or Records: When Your Website Should Own Its Database
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.Every content management system makes one…
There Are Two Kinds of WordPress Hybrid. Most People Only Describe One.
This post is part of Beyond the Hybrid, my guide to the web architecture ladder, from legacy CMS to sites that own their own database.When people say "WordPress hybrid" they…
Securing Enterprise LLMs: Prompt Injection Defense & PII Masking with Model Armor on GCP
The short answer: you protect an enterprise LLM from prompt injection and PII leaks by putting an inspection layer between the user, the model, and anything the model is allowed…
Automating Executive Operations with Google Workspace APIs & Vertex AI Swarms
Most business workflows still live inside Google Docs, Sheets, Drive, and Gmail. By connecting Google Workspace APIs with Vertex AI Agent Swarms, companies can automate end-to-end client onboarding and proposal…

Products & audits

HyperFrames Automated Video Engine Blueprint — $495
A complete engineering blueprint and starter repository for turning HTML and CSS into automated MP4 video rendering pipelines with headless Chrome and...
Agent Swarm Retainer & Governance — $1800
One month of maintenance and governance for an AI agent system I built or reviewed. Each month includes scheduled regression tests of prompts and mode...
Multi-Agent Autonomous Swarm Sprint — $4900
A build sprint for a multi-step AI workflow: a supervisor agent coordinates up to 5 specialized worker agents, with a human approval step wherever a d...
Turnkey Single-Agent Micro-Service — $2450
I build one AI agent for one repeated task in your business, such as triaging inbound email, turning form submissions into CRM records, or drafting qu...
Vertex AI Grounded Knowledge Vault System — $550
Starter code for an internal question-and-answer service that answers from your own documents and shows its sources. Documents in Cloud Storage are sp...
BigQuery Vector Search Intelligence Kit — $450
SQL, Python and Terraform for searching your own data by meaning inside BigQuery, with no separate vector database. Terraform creates the dataset and ...
Cloud Run Serverless Agent Swarm Starter Kit — $395
Starter code for running AI agents on Google Cloud Run. A coordinator service takes a task, uses Gemini function calling to break it into steps, and h...
YouTube AI Overviews Pipeline Engine — $495
Starter code that turns your YouTube uploads into watch pages on your own website that Google can index as videos. It lists your channel's uploads thr...
The Operator Conversion System — $99
A self-guided 14-day system for experienced developers and technical operators to choose a sellable direction, package a narrow offer, create proof, and begin written customer acquisition.
AI Visibility Snapshot — $149
A written snapshot of how AI search describes your business, delivered by email within 48 hours of receiving your completed intake form. I run real bu...
Nomad AI Office: The Beachside Work Setup — $49
A field guide to running a digital business from anywhere without losing a workday to bad internet or a dead battery. It covers a three-layer connecti...
The Vibe-Coding Starter Blueprint — $39
A plain-language guide to building and deploying small, useful web apps by describing them to AI tools, written for non-technical founders. It covers ...
AI-Powered Life Design Masterclass — $97
A written system for taking routine admin off your plate with AI assistants, aimed at reclaiming 10 or more hours a week. The guide walks through audi...
Agentic Engine Optimization (AEO) Strategy Blueprint — $495
A downloadable blueprint and starter code for making an online store discoverable by AI shopping agents. The written guide (PDF) explains what agents ...
Agentic Commerce & WebMCP Readiness Engine — $1250
An engineering engagement that makes one online store readable and usable by AI shopping assistants. I review your catalog data, product structured da...
Custom AI Marketing Agent — $2450
A custom AI marketing assistant set up for your brand. It drafts social posts and newsletters in your voice and summarizes trends on topics you choose...
AI-Driven Content Strategy Blueprint — $350
A 6-month content plan built around the questions your buyers ask search engines and AI tools. I map your topic clusters, define the key entities (you...
Technical SEO Foundation Audit — $650
A technical audit of how search engines and AI crawlers read your site, with particular attention to headless, React and hybrid WordPress builds. I ch...
AI Search Visibility (GEO) Audit — $750
A written Generative Engine Optimization (GEO) audit: whether AI crawlers can reach your site, how clearly your pages state who you are and what you d...