Andrew Dunn

Technical product manager. I build and grow web systems, and I ship the AI tooling that runs them.

12 yearsSource note 1 across fintech, biotech, and consumer data, most recently at 90M+ annual sessionsSource note 2. Creator & Maintainer of RampStack, an open-source, MIT-licensed AI agent-orchestration framework.

Evidence

Organic scale
Product strategy across a portfolio of consumer data brands, leading a cross-functional 8-person dev teamSource note 3.
AI search measurement
An LLM brand-monitoring system running 10,000+ per querySource note 4, the volume that gets citation share to statistical significance rather than to anecdote.
Agentic build systems
Claude-based engines running in CI/CD, an open-source library of 103 Claude SkillsSource note 5, and verification-first release governance with human-only merge authority.

Record

  1. 2023-2026

    The Lifetime Value Co.

    Organic product strategy and the AI roadmap across a portfolio of consumer data brands.

    verified
  2. Jan-Jun 2026

    Bumper

    A six-month SEO product roadmap, specified in Jira from epics to tickets, executed by the team.

    verified
  3. 2021-2022

    Caribou Financial

    Growth through two rebrands and a domain migration, and AI content infrastructure in a regulated vertical.

    verified
  4. 2019-2021

    Bio-Techne

    Analytics infrastructure across seven ecommerce sites, and the attribution that made the revenue reportable.

    verified
  5. 2026-present

    RampStack

    An open-source framework for running AI coding agents through a verification-first release process.

    verified
  6. 2026-present

    Wirly.com

    One line of brand idea to a launched site, built end to end through the open-source framework.

    verified
  7. 2026-present

    Housing test properties

    The same framework applied to two non-YMYL housing verticals, which is the claim one property cannot make.

    verified
  8. 2026-present

    CodeBlu

    An AI voice simulation product for police de-escalation training, built to prove the tooling reaches past websites.

    verified
  9. 2026-present

    OpenAddict

    An independent evaluation lab that tests community AI techniques against pinned model versions and publishes null results.

    verified