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Minimal vector illustration showing AI assisting a project manager by automating repetitive tasks while human teams focus on decision making and product strategy.
by Ritika RawatNewsletters

Newsletter-32: AI Didn’t Replace Our Project Manager. It Replaced the Work Nobody Will Miss.

Most conversations around AI focus on one question: Will it replace jobs? Inside our product team, we found a different answer. AI didn’t replace our Project Manager. It replaced the repetitive work that slowed projects down. Meeting summaries, requirement documents, SQL drafts, user stories, competitor research, and first-pass

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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.
by Ritika RawatNewsletters

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.
by Ritika RawatNewsletters

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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