Standardize the Infrastructure, Not the Tools

Shopify's inversion of the one-tool-per-job norm for AI: route every coding agent through a central LLM proxy so leadership gets cost control, per-team usage analytics, and model portability, while engineers keep free tool choice — buying optionality under uncertainty about which model or workflow wins, with MCP servers extending the same governs-access-not-engineers principle to internal systems