THE PROBLEM
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Optimization is manual, slow, and expensive.
After a rebuild ships, the work doesn't stop. Brands need ongoing A/B tests, new landing pages, email flow iterations, code changes, SEO maintenance. Most agencies sell this as a $5K–$15K monthly retainer. Most in-house teams don't have the bandwidth.
- Manual experimentation cycles take weeks
- Landing pages get postponed because engineers are busy
- Email flows drift, SEO decays, performance regresses
WHAT IT IS
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A senior engineering teammate, on your stack.
A custom MCP server we run for you, scoped to your Shopify admin and the systems you connect. It reads your data, drafts the change, and opens it for your approval — powered by Claude. Bounded autonomy, human gates, kill switch, full audit log. We call it the Operator.
- One typed toolset across your store and the systems you wire to it
- Reads dashboards, drafts changes, opens pull requests
- Every action logged, every change reviewed before it ships
THE BOUNDS· ON PURPOSE
It drafts, you approve. Nothing reaches customers unreviewed.
No autonomous spend. It never moves money or budget on its own.
No deploy without a human. Every change ships through your review.
Kill switch + audit log. Stop it instantly; every action is recorded.