Shopify CTO: Token Consumption Explosion, Unlimited Opus Budget, and Three Compounding AI Systems

Summary

Shopify CTO Mikhail Parakhin disclosed in a Latent Space interview that the company has achieved near-universal AI tool adoption and now funds "unlimited tokens for everybody" while actively discouraging use of models below Claude Opus 4.6. The December 2025 inflection point triggered exponential token consumption growth, with PR volume up 30% month-over-month. However, Parakhin flagged a critical concern: the distribution of token usage is becoming increasingly skewed toward top percentile user