The Lab

An interactive digital laboratory: AI agent ID cards, a GTM system builder, an agent assembly line, this website's architecture map, and a marketing build simulator.

Where marketing strategy becomes working systems.

An AI-native marketer who can design, orchestrate and ship marketing systems. The Lab demonstrates the methodology interactively: strategy, research, AI agents, build, automation, measurement and iteration.

Five interactive experiences

  • AI agent ID cards — the six agent roles in my workflow, with inputs, outputs and boundaries.
  • Build your GTM system — drag and connect marketing components to reveal the resulting motion.
  • AI agent assembly line — watch a project move from idea to deploy through the agent pipeline.
  • Explore this website — an explorable map of this site's actual, verified architecture.
  • Run a marketing build — a simulator that assembles a marketing system from goal, audience and constraint.

Build log

The Lab also documents verifiable builds from this repository: the Sanity-powered Thinking CMS, the prerendered static pipeline with a self-healing sitemap, the GTM Intelligence Engine, the interactive marketing tools suite, the featured-image generation pipeline, and this Lab page itself.

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