I help CXOs and engineering leaders decide what to build, build it with disciplined engineering, and measure whether it actually pays off. No vendor hype, no shortcuts — just systems that work.
Pick the level of support that fits where you are with AI.
Monthly sessions where we pressure-test your AI roadmap, unblock your teams, and keep engineering quality high while you move fast. You get a practitioner's perspective — not slideware.
Independent advice on AI strategy, vendor and build-vs-buy decisions, cost governance, and agentic programs — grounded in shipping real AI products and contributing to the tools behind GitHub Copilot itself.
Hands-on, team-level training in disciplined, test-first AI-assisted development — the same approach used to train 500+ engineers and documented in Test-first Copilot.
AI implementation fails when it's a series of one-off bets. This is how I keep it repeatable and accountable.
A free fitment discovery call where we map your AI goals, current stack, team maturity, and the risks you're most worried about.
We pick one high-value, low-risk bet and define what "working" means — with metrics and test coverage from day one.
We roll out what works: training, guardrails, patterns, and the engineering discipline that keeps quality from eroding.
We review the numbers, fix what drifts, and turn AI into a repeatable capability instead of a series of experiments.
Credentials you can verify, not adjectives.
500+ engineers trained in disciplined, test-first AI-assisted development
70+ conference talks on AI, software engineering, and technical agility since 2013
Author of Test-first Copilot — test-first discipline applied to AI-assisted development
Contributor to GitHub Copilot SDK and VS Code Copilot Chat — the tools your teams will actually use
Founder of Ampyard, a SaaS studio shipping AI-assisted products end to end
AI keynote at Siemens EDGE 2025 and speaking across Google, Xebia, and international conferences
Book the free Fitment Discovery Call on Topmate. We'll spend 15 minutes mapping where AI can actually help — and whether I'm the right fit to help you get there.