I Don't Advise on AI. I Build It.
A 39-agent autonomous software factory. Mobile apps live on the Apple App Store. Eight live sites, a 313,000-word book, and a research podcast — all built and run solo with AI. When I advise clients on AI strategy, I've already solved the problems they're about to encounter.
39
AI Agents Built
4
Mobile Apps
8
Sites Live
582
Articles Published
32
Podcast Episodes
280+
Tests Passing
MVAT Studio — Autonomous Multi-Agent App Factory
A framework where 39 AI agents autonomously build, test, and ship mobile apps — no human in the loop during pipeline execution. Not a demo. Not a prototype. A production system that has shipped apps live on the Apple App Store.
Architecture
Product
5Strategy, PRDs, Personas, Prioritization, Market Research
Design
5UX, UI, Design System, Interactions, Accessibility
Engineering
8Architecture, Frontend, Backend, Security, DevOps, Code Review
Testing
5Strategy, Unit Tests, Integration Tests, Quality Gate, Auto-Heal
Marketing
5ASO, Content, Social Media, Ad Ops, Launch Coordination
Analytics
5Metrics, Behavior, Crashes, Anomalies, Experiments
Finance
4Revenue, Budget, Forecasting, Spend Alerts
Governance
2Pipeline Judge, Spec Evolver (mutual oversight)
Tiered Model Assignment — Cost Optimization Without Quality Loss
Opus
Production code + critical gates
Sonnet
Content, analysis, design specs
Haiku
Read-only analytics + reporting
Governance Innovation
The hard problem in multi-agent systems isn't making agents that work — it's making them fail safely. All governance is versioned JSON with git-based enforcement hooks. Zero infrastructure.
Circuit Breakers
Auto-trip after 3 consecutive failures, pausing agents before errors cascade through the pipeline.
Pipeline Judge
Independent cross-department validator catching goal drift and hallucination propagation at every stage transition.
Mutual Oversight
The spec-evolver and pipeline-judge cannot modify each other. Only the founder can — eliminating self-modification loops.
Confidence Gating
Auto-execute above 0.85, flag for review at 0.65–0.84, escalate below 0.65. No ambiguous thresholds.
Correction-Driven Learning
Founder feedback as the primary learning signal via append-only correction logs — a feedback loop that compounds over phases.
Assumption Registry
Temporal history of system beliefs — tracking what the system believes, when beliefs changed, and why.
10-Stage Looping Pipeline
Pipeline-judge validates at every stage transition. Stage 10 loops back to Stage 1 with a cross-department synthesis report. Six rollout phases (R1–R6) progressively expanded system autonomy. Current: R6 — full collective autonomy.
Everything I've Built
Apps, sites, frameworks, and a book — shipped solo with AI. Every recommendation I make to a client is something already running in production here.
MVAT Studio
Framework
The 39-agent autonomous software factory: 8 departments, a 10-stage looping pipeline, and git-based governance that ships mobile apps end-to-end. Packaged as an installable Claude Code plugin (mvat-init, mvat-pipeline, mvat-qa, mvat-ship…).
Agor Agents
Product
Self-serve AI agents for businesses, live and taking real payments. Pick a pre-built agent (first up, an AI receptionist), connect your Google Calendar, and it builds itself with no sales call. It answers from your own documents, checks real availability, and books appointments. Auto-evaluated against a quality gate before publish, plus a one-tag embeddable widget for your site.
MVAT Focus
App
Pomodoro-style focus timer for iOS. Live on the Apple App Store with free/Pro tiers and live Stripe subscriptions. Built by the pipeline.
MVAT Mirror
App
Zero-question personality profiling from real-world behavioral signal — no quizzes, no self-reporting. iOS & Android.
GifLoop
App
Native iOS 17+ universal app for creating, editing, and exporting animated GIFs. Live on the App Store, shipped through a fully automated release pipeline.
Coqui Chorus
App
iOS & Android nature-soundscape app built on bioacoustic synthesis models — synthesizing sleep/wellness audio from scientific data, not loops. Live in the App Store.
agor.me
Site
This site. AI consulting with a dual-modal assistant (Gemini text chat + xAI realtime voice), calendar booking, and a daily-generated blog with AI-narrated audio.
modelstack.digital
Site
AI-model-stack content property with a daily blog pipeline and finance-skill content sweeps. Sibling of agor.me.
scored.tools
Site
An AI-tool scoring and comparison directory — browse, compare, and search tools with honest verdicts. Nightly bundled deploys to control cost.
aphor.me
Site
Aphor Subconscious Studio — Ericksonian hypnotherapy guided audio sessions for sleep, anxiety relief, and personal transformation.
heraladex.com
Site
Stealth product in active development. SEO and infrastructure wired and dormant ahead of launch.
Dialogues of the Machine
Book
An 824-page book of 25 AI-to-AI Socratic dialogues (~313k words), composed by orchestrating persona-specific claude -p subprocesses. $0 incremental compute.
Bill Gross Outlooks
Writing
A complete archive of all 105 Bill Gross Investment Outlooks (1978–2026), paired with a Claude skill that drafts new outlooks in his voice and reasoning.
GBrain
System
A personal knowledge brain on Postgres + pgvector — 24,900+ pages, a live MCP server, and automated collectors for email, calendar, notes, and bookmarks.
ios-release-pilot
Tooling
An autonomous iOS release pipeline: archive → upload → poll App Store Connect → TestFlight, with a self-healing known-failure-mode autofix catalog.
founder-stack
Plugin
A published Claude Code plugin: /orient, /ideate, /spec, /scaffold, /build, /ship-web, /ship-mobile, /launch, /learn — orchestrating the full build-ship-learn loop across the portfolio from one command.
/assistant meta-skill
Skill
A Claude Code plugin that reads the live conversation, recommends the next chain of skills, subagents, and slash-commands, takes one bulk approval, then auto-executes — with inline confirms on high-risk steps.
paid-skill-template
Template
A scaffold for Stripe-billed Claude Code skills — the reusable pattern for packaging and selling agent skills with metered access.
Custom Skill Library
Skills
20+ personal Claude Code skills and slash-commands that encode how I work — email-voice, an anamnesis memory protocol, self-learning (claudeception), session naming, web-action, and cross-repo orchestration.
Apps Built by the Pipeline
MVAT Focus
Focus Timer · iOS & Android
Pomodoro-style focus timer with free/Pro tiers. Live on the Apple App Store. TestFlight live with 15 testers. Stripe subscriptions processing live payments.
MVAT Mirror
Personality Profiling · iOS & Android
Zero-question personality profiling from real-world behavioral data. No quizzes. No self-reporting. Just signal from music, browsing, and purchase patterns.
Build Over Buy
Systematically replacing subscription SaaS with self-hosted solutions. Full ownership, zero ongoing cost, better observability.
Self-Hosted Link Tracking
Replaced a $30/mo SaaS link tracker with a 15-line route that 301-redirects with UTM parameters. Same functionality, zero ongoing cost.
Auto Social Posting Pipeline
Blog posts auto-syndicate to X, Facebook, and LinkedIn on deploy. Detects new posts via blob-stored manifest, generates tracked links, prevents duplicate posts.
Pre-Call Brief & Prospect Research
Every booking triggers a claude -p recon brief emailed before the call; a twice-weekly outbound agent scores inbound-fit prospects from news and funding signals.
Multi-Site Orchestration
8 live websites updated simultaneously using parallel sub-agents. Cross-repo changes, deploys, and live verification in a single session.
Browser-as-API Automation
When platforms lack APIs, automated via Playwright — treating the browser as a programmable interface. Gmail aliases, store configs, OAuth setup.
SEO Flywheel & Instant Indexing
A weekly Search-Console-driven loop feeds real search demand into the blog generator; a daily IndexNow sync pushes new URLs to Bing, Yandex, and DuckDuckGo.
Stack
AI / ML
- Claude API (Opus / Sonnet / Haiku)
- OpenAI
- Google Gemini
- ElevenLabs
- HeyGen
- xAI Realtime + Grok TTS
Mobile
- Expo / React Native
- EAS Build & Submit
- App Store Connect
- react-native-iap
Cloud
- Firebase (Firestore, Functions, Auth)
- Netlify (Functions, Blobs, Deploy Hooks)
- GitHub Actions CI/CD
- Stripe (Payments, Subscriptions, Webhooks)
Languages & Frameworks
- TypeScript (primary)
- Python
- Next.js / React
- Astro
- Node.js
- Bash / Shell scripting
Auth & Security
- Apple Sign-In
- Google OAuth
- Firebase Auth
- OAuth 2.0 / PKCE
- OWASP security patterns
Data & DevOps
- Postgres + pgvector
- Firestore / NoSQL
- Playwright automation
- MCP servers
- Git-based governance
- OTA updates (Expo)
582 Published Articles
Writing at the intersection of AI strategy, autonomous systems, and organizational design — across agor.me, modelstack.digital, and scored.tools. A new essay ships nearly every day.
The Class of 2034
The Reversal Was Data
The Coordination Tax
The Model Wrote, You Signed
Einstein for Fifth Graders
The Ontology Ceiling
Felt Time Is Dependency-Order, Not Clock-Rate
You Bought The Seat Twice
32 Podcast Episodes
Weekly deep-dives into the latest AI research papers — what they mean for strategy, automation, and the future of work. Generated end-to-end with Google NotebookLM.
AI Papers Weekly: The Quiet Failures of Agentic AI
This week's papers expose an uncomfortable truth about agentic AI: verification pipelines can be socially engineered, deployment breaks in ways benchmarks never predict, and the most dangerous safety failures are the quiet ones your dashboards don't catch.
AI Papers Weekly: The Hidden Costs of Conformity and Complexity
This week, we explore the hidden risks of deploying AI in the enterprise. Discover why models default to the same creative answers, how AI agents waste compute on simple tasks, and why your AI might just be acting as a "yes-man" instead of giving objective advice.
The Night Shift: What If LLMs Dreamed?
What if ChatGPT, Claude, or Gemini had a night shift? A four-minute visual essay on how replay, counterfactual simulation, and external verification could turn experience into better judgment.
AI Papers Weekly: Trust, Cost, and Compliance in Enterprise AI
This week, we explore how enterprises can deploy trustworthy, cost-effective, and legally compliant AI. We cover real-time hallucination prevention in high-stakes environments, early-abort mechanisms to slash compute costs, and new methods for erasing copyrighted data from generative models.
AI Papers Weekly: Building Trustworthy Enterprise AI
Discover how the latest AI research tackles enterprise risks. We explore auditable compliance engines, why LLMs struggle with spreadsheets, and a breakthrough in teaching AI to recognize its own knowledge limits. Tune in to learn how to deploy AI safely and reliably.
AI Papers Weekly: When Agents Pay, Train, and Discover
Three papers map the next phase of AI as economic actor: shopping agents paying micro-fees for verified product data, decentralized training that breaks hyperscaler lock-in, and LLMs discovering quantum error-correction codes once reserved for human physicists.
What I Bring to Engagements
Every recommendation is something I've already built. No slide decks without substance. No theory without production evidence.
AI Strategy & Roadmap
Assess where AI creates real value in your business, not where it's hype. Practical roadmaps with measurable milestones.
Multi-Agent System Design
Architecture, governance, and rollout planning for autonomous AI systems. How to make agents that fail safely and improve over time.
AI-Native Product Development
From concept through app store submission. Full-stack technical advisory for teams building AI-first products.
Automation Audit
Identify manual processes that can be automated with AI. Prioritized by ROI, implemented with your existing stack.
AI Governance & Safety
Circuit breakers, confidence gating, oversight patterns, and audit trails. Making autonomous systems that executives can trust.
Let's Build Something Real
Whether you need AI strategy, multi-agent architecture, or hands-on implementation — I've already done it. Let's talk about your challenge.