I help engineering teams use AI to ship faster without losing control of quality or cost.
I work with engineering teams at AI-native companies, and at established companies on the way to becoming AI-native. The person who writes to me is usually a CTO, a VP of Engineering or a head of engineering.
I take a small number of clients so each gets real attention.
2 weeks
AI-Native Engineering Diagnostic
From CA$9,000Fixed price for 2 weeks
Who it is for
CTOs and heads of engineering whose teams already use AI tools, and who want a clear picture of what is working before they decide what to change.
What you get
I read how your team writes, reviews, tests and ships, measure a baseline (cycle time, review queue, CI health, how agents are used) and hand you a written plan with the three changes that pay back most.
What it takes from your team
Read-only access to your repository, CI and pull request history, a few short conversations with engineers, and one person on your side who can answer my questions during the two weeks.
Teams where agents already write much of the code, and where review, reliability or cost has become the bottleneck.
What you get
I build the checks that let agents and people ship safely: test gates, guardrails, evals, review rules and spend caps, working in your repo with your team.
What it takes from your team
Access to the repository and CI, one or two engineers who work with me and review what I build, and someone with the authority to agree the review rules and spend limits.