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Topic

AI-Assisted Code Migration

Using AI coding agents to port or rewrite software between languages, frameworks, or libraries, with mixed accuracy and fidelity results.

Current stories

build1 publisher

Shopify's Helix has LLMs port a 300-plus-screen app one reviewed checkpoint at a time

Shopify's Helix ports its 300-plus-screen app off React Native in small LLM-built checkpoints, each held behind four gates. The design assumes the model's first attempt is wrong, so most of the adoption cost sits in test harnesses and a written architecture.

Publishers:shopify.engineering

Reality

Evidence35
Adoption20
Hype gap+20
Incentives
Insufficient
Confidence40