How Shopify’s 23,000 Engineers Use Claude Code: Inside the Configuration Blueprint

Shopify’s engineering team of 23,000 leverages a standardized LLM proxy, parallel AI agents, the open‑source MCP toolkit, and a policy‑first workflow to achieve 96% code automation, shifting 70% of effort to strategy, with detailed configurations, guardrails, and step‑by‑step replication instructions.

AI agentsClaude CodeLLM proxy

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How Shopify’s 23,000 Engineers Use Claude Code: Inside the Configuration Blueprint