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Shopify CTO on Claude: Unlimited Tokens for Engineers, a Company Digital Twin and AI Strategy
Claude's official YouTube channel published an interview with Shopify CTO Mikhail Parakhin on October 8. The description highlights unlimited tokens for engineers, use of the largest model, a company digital twin for predicting merchant growth, and AI's role in engineering productivity and team management.
Full Report
Claude's official YouTube channel published an interview with Shopify CTO Mikhail Parakhin on October 8, 2026, about how Shopify uses Claude. The video description frames the discussion around measuring AI's return and effect on engineering productivity, alongside its use in company workflows.
According to the description, Shopify gives engineers unlimited tokens and uses the largest model. The conversation also covers a digital twin of the company used to predict merchant growth, putting a model-use policy alongside an internal application focused on merchants.
The description says Parakhin discusses a problem he had worked on for seven years and AI's role in managing engineering teams. It also highlights a “barbell” token strategy he recommends to CTOs, though the supplied description does not explain its mechanics.
A Shopify-hosted page for ICLR 2026 also identifies Parakhin as the company's CTO and showcases Shopify's AI work. The interview adds a company-leadership perspective to the discussion of enterprise AI adoption, spanning model selection, engineering workflows, management and merchant-growth analysis.
Why This Matters
The interview brings several practical questions about enterprise AI into one company case study: how models are used, how AI fits into engineering and management, and how a digital twin is applied to merchant-growth prediction. That gives readers a more concrete view of adoption inside a large commerce platform than a discussion of model capabilities alone.
Evidence
Start with the primary evidence, then review supporting sources and context.
Primary Evidence
1Inside Shopify's AI strategy with CTO Mikhail Parakhin
Claude
“Shopify's CTO on how Shopify uses Claude: unlimited tokens for everyone, always the largest model, and a digital twin of the company. In this conversation with Boris, Shopify's CTO explains why the real value of working with Claude is in building things that weren't possible before.…”
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