AI‑Augmented
Engineering. By Design.

I work with engineering leaders to embed AI into workflows, decisions, and delivery.

Not just toolchains—operating models. I help teams redesign how they build, review, and ship with AI at the system level.

Front-end architect · 30+ years building at scale · shipping systems with AI agents

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From 30 years of experience

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AI Consulting & Strategy

I help engineering leaders integrate AI into how their teams operate — not just what tools they use.

AI Workflow Design

Designing development workflows where AI agents handle execution and engineers focus on judgment and architecture. Moving teams from ad-hoc prompting to structured, repeatable AI-driven processes.

Process architecture

Human-in-the-loop design

Structured AI integration

Agent Orchestration

Structuring multi-agent systems, prompt engineering at scale, and review patterns that keep humans in control. Building the coordination layer between AI capabilities and engineering standards.

Multi-agent systems

Prompt engineering at scale

Quality control patterns

Developer Leverage

Identifying where AI multiplies engineering output — code generation, content pipelines, testing, documentation — without adding risk or eroding code quality.

Output multiplication

Risk-aware automation

Measurable productivity gains

Enterprise AI Adoption

Helping leadership navigate AI integration with governance, security boundaries, and measurable ROI. Strategy that survives contact with compliance, not just a demo.

Governance frameworks

Security boundaries

ROI measurement

Applied AI in Production

These products are how I test and refine AI-driven development in real systems. Each one is built and operated with the same patterns I bring to consulting.

Live Product

BlackOps Center

Content intelligence platform

AI-powered content intelligence platform. Multi-tenant SaaS with agent-driven content generation, strategic communications, and enterprise-grade tenant isolation.

Next.js 15SupabaseMulti-Tenant Architecture

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Live Product

VitalWall

Used by 500+ websites

Real-time website analytics and visitor tracking platform that boosts engagement through intelligent social proof.

Next.jsTypeScriptReal-time Analytics

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Recently Launched

VoiceCommit

Zero to GitHub in 60 seconds

Voice-first developer tool that turns spoken ideas into GitHub Issues, PRs, and updates. An experiment in removing friction between thinking and shipping.

AI IntegrationGitHub APIVoice Recognition

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AI‑AugmentedEngineering. By Design.

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AI Development Tips

Commerce Insights

Leadership Tactics