Shopify Unleashes AI Autonomy with Model-Agnostic Reinforcement Learning

Shopify built an LLM proxy that gives every engineer access to multiple AI providers — with automatic failover when any one of them goes down, changes, or disappears. When Claude Fable 5 shut down, Shopify's engineers didn't go into panic mode. The proxy shifted them to Claude Opus or GPT 5.5 automa

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