Shopify has mandated that teams prove AI cannot do a job before any new headcount is approved, signaling a company-wide AI-first hiring posture.

“Shopify's chief executive recently told his teams that before requesting additional headcount, they must first demonstrate why AI cannot do the work.”

Tobi Lütke on what Claude Opus did to Shopify's engineering workflow.

“Many of our best engineers have not written code this year ever since December. Like December changed everything like Opus changed everything.”

Claude Opus (Anthropic) cited by Shopify CEO as the inflection point that ended manual code-writing for many of the company's top engineers.

“Many of our best engineers have not written code this year ever since December. Like December changed everything like Opus changed everything.”

Over 50% of code at Shopify is AI-generated, with the share described as rapidly increasing.

“It's a fair deal over 50%, it's it's it's it's converting to much higher numbers.”

Avishai Abrahami on the ceiling of vibe coding against established platforms.

“You're not going to vibe called Shopify no matter how good you are.”

Tobias Lutke (Shopify) has screenshotted his computer every 10 minutes for 20 years, a personal productivity logging practice worth watching as AI tools make this data increasingly actionable.

“He took screenshots of his computer screen every 10 minutes for the last 20 years.”

Revolut, Shopify, and Booking.com are flagged as cloud-native enterprises poised for explosive AI adoption growth once they clear the foundational cold-start problem of model evaluation and deployment infrastructure.

“I think we'll see a lot of explosive growth in enterprises in the digital like in the cloud companies in cloudnative companies like revolute Shopify pro booking.com when they solve this cold start problem they build the system how to ship and then they will grow like in their AI adoption like crazy.”