The Operator: a supervised AI engineering teammate

The Operator.

A supervised AI engineering teammate that drafts changes on your stack. It is in alpha, shipping with select engagements as it matures. Nothing it drafts reaches customers without your approval.

Alpha, shipping with select engagements

What it does, where it is today, and the bounds it runs inside.

The problem

Optimization is manual, slow, and expensive.

After a rebuild ships, the work doesn't stop: A/B tests, landing pages, email flows, SEO maintenance. Agencies bill $5K to $15K a month for it; in-house teams don't have the bandwidth.

What it is

A senior engineering teammate, on your stack.

A custom MCP server scoped to your Shopify admin. It reads your data, drafts the change, and opens it for your approval. Powered by Claude.

operator / your-store PR #142 Drafted · awaiting review
Example: drafted by the Operator from 14 days of product-page analytics A/B test: PDP hero variant 
sections/pdp-hero.liquid
- <h1 class="pdp-title">{{ product.title }}</h1>
+ <h1 class="pdp-title pdp-title--b">{{ product.title }}</h1>
+ {# variant B · 50/50 split · 2-week run #}
You decide. Nothing reaches customers unreviewed.
Where it is today
Running now, supervised
Live in select engagements
  • Custom MCP server scoped to your Shopify admin
  • Reads store data and dashboards, answers ops questions
  • Drafts merchandising, pricing and copy changes for approval
  • Statistically valid A/B tests on PDP and PLP variants
  • Landing pages drafted and queued for sign-off
  • Code changes opened as pull requests your team reviews
In active build
Maturing now
  • One MCP across Shopify + CRM, analytics, ERP, ad accounts, warehouse and email
  • Auto-promotion of winning experiments
  • Coordination across multiple stores and sibling brands
  • Email and lifecycle flow drafting
On the roadmap
Where it's going
  • Always-on continuous operation between engagements
  • Optional deployment on your own hardware
  • Vertical playbooks, pre-wired per industry
The bounds, on purpose
Drafts only. Nothing reaches customers unreviewed.
No autonomous spend. It never moves money on its own.
No deploy without a human. Every change ships through your review.
Kill switch + audit log. Stop it instantly; every action recorded.
Currently in alpha, shipping with select engagements. Book a 30-minute call