Shopify CTO Reveals 100% AI Adoption and Unlimited Opus 4.6 Token Budget — Tangle, Tangent, and SimGym Power Internal AI Stack

Latent Space·medium signal

In a Latent Space podcast episode, Shopify CTO Mikhail Parakhin disclosed that 90-100% of Shopify employees now use AI tools daily, funded by an unlimited Claude Opus 4.6 token budget. Three internal systems anchor the strategy: Tangle (content-based caching for data processing, creating cross-team network effects), Tangent (experiment optimization), and SimGym (customer behavior simulation). Search throughput jumped from 800 to 4,200 QPS at the same quality level. Major customers Shopify and Mercado Libre are targeting 90% autonomous coding by Q3 2026.