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shopify Spring '26 Agentic Commerce showing structured product data in Shopify Catalog powering AI shopping across ChatGPT, Microsoft Copilot, and Google.

Newsletter – 31:Your homepage is not where your next customer will find you.

Your homepage is not where your next customer will find you. They’ll find you inside ChatGPT. Inside Google AI Mode. Inside Copilot. And if your product data isn’t structured, clean, and machine-readable, they’ll find your competitor instead. Shopify’s Spring ’26 Edition shipped June 17, 2026, with 150+ updates.

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FarziEngineer illustration showing AI-generated code reviewed by a software engineer, highlighting AI code review best practices before production deployment.

Newsletter – 30: AI didn’t break the application. It quietly made an assumption that nobody reviewed.

AI didn’t break the application. It quietly made an assumption that nobody reviewed. That’s the failure mode more engineering teams should be paying attention to. Not a dramatic hallucination.Not a failed deployment.Just AI generating code for an edge case it didn’t fully understand, filling in missing requirements, or

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