Shopify Details Sidekick Continuous Learning Flywheel, Cutting Costs 96%

Shopify's engineering blog describes a continuous learning flywheel for Sidekick that compresses production failures into model weights, cutting costs by 96%; engineer Drewch says the approach is being applied across all Sidekick modules.

2026-09-01 ~ 2026-09-01 · 2 related posts

• Shopify Engineer Details Continual Learning for GraphQL Agent — Drewch · 2026-09-01
• Shopify's Continual Learning Loop Cuts Serving Costs by 96% — yenkel · 2026-09-01