中文 English Français Русский Español العربية

Beyond classification: How AI agents are evolving Shopify's product taxonomy at scale

Shopify Engineering2025-10-09 13:180 views

Last year, over 875 million people bought items from Shopify merchants. Building on our prior Vision Language Model-based product classification, this post explores how AI agents are evolving the taxonomy itself.

Source：https://shopify.engineering/product-taxonomy-at-scale

My favorites

PreviousBuilding world-class product search at Shopify: Where C++ excellence meets ML innovation NextSupabase Select 2026 Recap

Building an Agent Evaluation CI/CD Pipeline: Architecture, Budgets, and Regression Gates

This is Part 5 of a 5-part series on evaluating and hardening production AI agents. See also: Part 1: Moving Beyond LLM-

0dev.to Testing

Truncado silencioso: cuando un verificador de LLM da el mismo puntaje a una respuesta correcta y a una incorrecta

TL;DR Un verificador de respuestas basado en LLM tiene un límite de contexto . Si el tokenizador corta por la derecha lo

0dev.to Testing

Your CI is red because of code you didn't write

TL;DR: Added a markdownlint check to 33 repos at once — and woke up to ~100 CI failure emails about code I didn't write.

0dev.to OpenSource

Summer 2026 Internships: 8 New Openings This Week (Nov 2)

New internship openings at Commonwealth of Massachusetts, Wex, HP Inc. and more. Apply early. HR Business Intelligence C

0dev.to Programming

Ruby Receptionist Alternatives: 5 Options Compared (2026)

Consider KaiCalls when you want a business number with a secretary covering the calls your team cannot take. Compare Goo

0dev.to Programming

Why coding agents break prompt caching (and how to fix it)

TL;DR: The Prefix Problem: LLM prompt caching relies on exact, continuous prefixes. Naive agent summarization alters ear

0dev.to Programming

Beyond classification: How AI agents are evolving Shopify's product taxonomy at scale

Related posts

Building an Agent Evaluation CI/CD Pipeline: Architecture, Budgets, and Regression Gates

Truncado silencioso: cuando un verificador de LLM da el mismo puntaje a una respuesta correcta y a una incorrecta

Your CI is red because of code you didn't write

Summer 2026 Internships: 8 New Openings This Week (Nov 2)

Ruby Receptionist Alternatives: 5 Options Compared (2026)

Why coding agents break prompt caching (and how to fix it)