The AI team on Adobe Commerce
Adobe Commerce stores are big, customised, and process-heavy. The agents fit that world by being disciplined: staged changes, full audit trails, and work that respects your release process.
Adobe Commerce (Magento) powers stores where catalogue complexity and customisation depth are the point — and where any tool that ships uncontrolled changes is disqualified immediately. The agents operate accordingly: Builder prepares changes through your development workflow rather than around it, every action lands in the audit log, and the immediate-value work — analytics, catalogue SEO, email, edge performance — runs without touching your codebase at all.
Value that arrives without a deployment
A large share of the team’s work needs no code change, which matters on a platform where deployments are events.
Analyst: GA4 validation and funnel analysis across complex checkout flows
Visibility: metadata and structured data work through content interfaces
Retention: Klaviyo flows on order history, including B2B segmentation
Ops: Cloudflare performance and bot management in front of the store
Catalogue complexity is the natural habitat
Configurable products, layered navigation, multi-store views, per-website catalogs — Magento’s flexibility produces exactly the structural SEO problems agents handle well: near-duplicate URLs from layered navigation, store-view hreflang correctness, and metadata consistency across product types.
Changes through your process, not despite it
Where page or template work does require code, Builder produces it as reviewable changes through git — compatible with your existing branch, review, and release discipline. The agents adapt to enterprise process rather than assuming cowboy access to production.
How it works
Start with the no-deploy surface
Analytics, catalogue metadata, email, and edge performance connect without touching the codebase.
Audit structure at scale
Layered navigation, store views, and product-type templates are audited for crawl and duplication problems.
Integrate with your release flow
Code-level changes arrive as reviewable commits in your workflow, on your cadence.
What you get
Immediate progress without waiting for a deployment window
Layered-navigation and multi-store SEO problems found and fixed systematically
An audit trail compatible with enterprise change control
Code changes that arrive through your process, reviewable like any other
Handled by these agents
Frequently asked questions
Does this touch our production environment directly?
No. Non-code work goes through content and admin interfaces with approval rules; code work arrives as commits in your repository for your normal review and release process.
How does it handle multi-store and multi-website setups?
Store views and websites are treated as first-class structure — per-view metadata, correct hreflang clusters across views, and shared findings in one memory layer.
We have an agency managing the site. How does this fit?
Commonly the agents handle the continuous surveillance and catalogue-scale work while the agency keeps project work. The audit log gives the agency full visibility into what the agents changed and why.
Adobe Commerce or Magento Open Source?
Both. The working surfaces — catalogue, content interfaces, GA4, Cloudflare, git — exist in both editions.
Keep reading
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Find what actually slows real users down, fix it, and stop the regressions that undo it.
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RFQ-driven sites where the conversion is an enquiry and the buyer is a business.
Merchandising automation
Collection order, featured products, and promotions driven by stock and performance, not by memory.
Wix
Findability and conversion work for Wix stores that have outgrown set-and-forget.
Put the team to work on your store
Connect your storefront, analytics, and email stack, set a goal, and let the agents run the work end to end. Start on the free plan with your own model key.