Field CTO · AI Adoption Strategist
Helping engineering organizations adopt Cursor at scale
Practitioner-level expertise in Composer, custom skills like feedback-resolver and gsd-turbo, and multi-agent workflows — paired with the advisory experience to help enterprise teams ship faster and trust the tools.
About
I help engineering organizations move from AI curiosity to measurable developer velocity — with Cursor as the center of gravity, not a side experiment.
My work sits at the intersection of deep hands-on product expertise and strategic advisory. At Teton Web, I lead platform engineering and client-facing technical strategy — shipping production systems while helping teams adopt AI-assisted development responsibly and at scale. I've pushed advanced Cursor workflows into daily practice: custom Composer skills like feedback-resolver and gsd-turbo, plus multi-agent pipelines that turn ambiguous work into shipped code.
I'm exploring a Field CTO path at Cursor because it's where my practitioner depth and customer-facing instincts converge. I operate at both levels — roadmap with a VP Engineering in the morning, debug sub-agent orchestration in the afternoon — and I care about outcomes teams can trust, not demo-day theater.
Expertise
What I'd bring to a customer-facing role at Cursor — grounded in production work, not slide decks.
Advanced Cursor & AI Agent Development
Custom Composer skills I've authored — including feedback-resolver (production feedback → verified fix) and gsd-turbo (parallel Linear issue execution) — plus sub-agent orchestration that mirrors how sophisticated teams actually ship.
AI Adoption Strategy & Rollouts
Playbooks for rolling out AI coding tools across engineering orgs: standards, guardrails, enablement, and the metrics leaders need to justify the investment.
Technical Architecture & Platform Leadership
Modern full-stack delivery with Next.js, Convex, and real-time systems — the credibility to advise architects and platform teams without hand-waving.
Customer Advisory & Influence
Trusted partner to founders and engineering leaders — translating product capability into strategy, rollout plans, and confident buying decisions.
Selected work
Proof points from production work — AI adoption, platform delivery, and the kind of outcomes I'd bring to a customer-facing role at Cursor.
Ore-Max
Production feedback loop powered by a custom Cursor skill
Problem: Production user feedback was piling up faster than the team could triage, diagnose, and ship fixes — creating backlog risk and slower response times.
Approach: Built feedback-resolver, a custom Composer skill that closes the loop from production ticket to verified fix. It fetches unresolved feedback from the live database, tracks work in Linear, reproduces issues locally, implements fixes with browser verification, and prepares merge-ready commits with full traceability.
Outcome: Reduced time from feedback to fix candidate from days to hours. Established a repeatable, AI-native maintenance pattern that leadership could trust in production — the kind of workflow I'd teach enterprise teams adopting Cursor.
Kectil
Real-time platform at organizational scale
Problem: A growing product needed a modern, performant web platform with real-time capabilities and a foundation that could evolve without costly rewrites.
Approach: Led architecture and delivery using Next.js, Convex, and Vercel — with AI-assisted development workflows accelerating feature delivery while maintaining strict type safety and code quality standards.
Outcome: Shipped a production-grade platform with reactive data, clear module boundaries, and a delivery cadence that scaled with product complexity — demonstrating how AI tools amplify disciplined engineering rather than replace it.
InventRight / Gateway Match
Complex matching logic, shipped with AI velocity
Problem: A sophisticated matching and workflow product required intricate business logic, strong UX, and reliable delivery across a distributed stakeholder group.
Approach: Applied Cursor-first development with structured agent workflows — breaking large features into verifiable slices, using multi-step agent orchestration for implementation, and maintaining human review at architectural decision points.
Outcome: Delivered complex product capabilities on aggressive timelines while keeping code reviewable and maintainable — a model directly applicable to customer-facing Field CTO engagements.
Internal AI Systems
Custom skills, sub-agents, and org-wide velocity
Problem: Engineering throughput across multiple client projects needed a step-change — not from hiring alone, but from better tooling, orchestration, and adoption patterns.
Approach: Designed and operationalized internal AI systems including gsd-turbo (autonomous Linear issue execution in isolated worktrees), feedback-resolver (production feedback → verified fix pipeline), and multi-agent workflows for exploration, implementation, and verification.
Outcome: Meaningfully increased developer velocity across the portfolio, with documented Composer skills and workflows teams could adopt incrementally — the same playbook I'd bring to organizations evaluating AI coding tools at scale.
Resume
One-page summary tailored to Field CTO and customer-facing technical leadership roles.
- Founder & technical lead at Teton Web — platform engineering, client advisory, and AI-native delivery workflows
- Deep production experience with Cursor: custom skills (feedback-resolver, gsd-turbo), multi-agent orchestration, and autonomous issue execution
- Shipped AI-assisted systems across client portfolios — from feedback resolution pipelines to real-time product platforms
- Trusted advisor to engineering leaders on tool adoption, rollout strategy, and developer experience
- Full-stack architect: Next.js, TypeScript, Convex, Vercel — performance-focused, production-grade delivery
- Strong communicator — effective with executives, engineering leaders, and hands-on builders alike
Connect
If you're on Cursor's hiring team, in engineering, GTM, or leadership — I'd welcome a note. Whether you're evaluating this profile, have a question about my work, or want to set up a conversation, I'm easy to reach.
Recruiting, hiring managers, and Cursor teammates are all welcome. A few sentences is enough.