AI-DevOps consulting

AI agents that don't
blow up your stack.

I help engineering teams adopt AI coding agents safely — with the cost controls, IaC safety gates, and CI discipline of someone who ran production systems for 25 years.

Book a cost-governance audit Read the teardown

the problem

Three things going wrong right now

Your AI coding bill is leaking. No spend visibility, no model right-sizing, no context controls. Token waste is invisible until the invoice arrives.
Your agents have no guardrails. Claude Code can propose an apply on your Terraform state. Nothing stops it. One yes in the wrong window is a real incident.
Your team adopted the tool, not the workflow. Vibe coding scales individual speed; it doesn't scale team quality. Reviews, gates, and discipline don't happen by default.

proof

See the system in practice

A detailed teardown of the harness I run: cost-governance controls, IaC safety gates, six-phase PR-review skill, and what didn't survive. Real config, real numbers — no marketing.

Read the teardown →

rates · USD

How we work together

Hourly $200

Advisory retainer (16–20 hrs/mo) 10% off hourly

Dev-workflow setup $3.5–7.5k

Enablement workshop $2–5k

Launch-rate engagements available for the first client cohort, in exchange for a case study.

A one-page checklist. Free. Delivered to your inbox.

book a call

30-minute intro call

Monday, Wednesday, and Friday mornings, Ottawa time. No pitch — a conversation about what your team is doing with AI agents and where the friction is.

AI agents that don'tblow up your stack.

Three things going wrong right now

See the system in practice

How we work together

12 things your agentic config needs before it touches IaC

30-minute intro call

AI agents that don't
blow up your stack.