Your Team Is Using AI Coding Tools.
The Question Is Whether They Have a System.

Workshops and enablement that turn experimental AI usage into production-grade engineering discipline. Built by Paul Duvall, former AWS engineering leader and author of Continuous Integration.

Engagements

From readiness assessment to hands-on enablement to long-term advisory. Start where your team is.

Free

AI Workflow Readiness Scorecard

A 3-minute assessment across context persistence, multi-agent orchestration, and CI/CD integration. Get your team's maturity score and a personalized 30-day action plan.

Start the Free Scorecard
For Teams

Production-Grade AI Workshop

Hands-on enablement for engineering teams. Your team learns core AI coding workflow patterns and applies them to your codebase during the session. Available as a half-day remote, full-day remote, or two-day on-site immersion.

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Strategic

The Growth Mechanism

A scalable growth mechanism for organizations that want to connect sales, delivery, marketing, and operations into a single compounding engine. Your organization owns the IP.

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Defined the Discipline

Wrote Continuous Integration (Addison-Wesley, Jolt Award). Gave engineering teams the playbook.

Proved It at Scale

Built Stelligent from zero to 100 enterprise customers and a $25M exit. Led DevSecOps at AWS.

Shipping AI-Native Since 2023

Using AI coding tools daily since early 2023. The same rigor that made CI inevitable is what makes AI-native development work.

"The amount of useful content is remarkable. Our team is already using the work from the hackathon with customers."

— CEO, workshop customer

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Have a question about workshops or advisory? Want to scope an on-site engagement? We typically respond within one business day.