Before Tobi Lütke ran Shopify, he discovered programming by way of Germany’s apprenticeship system, the best way folks have discovered trades without end: in a shared workshop, watching individuals who already knew what they have been doing. More not too long ago, describing Shopify’s River, he reached for a associated phrase: Lehrwerkstatt, a educating workshop the place “the whole shop floor is the classroom.”
X has been agog by the numbers round River, Shopify’s Slack-native AI agent. In complete, 5,938 Shopify workers labored with River throughout 4,450 completely different Slack channels, and River now coauthors roughly one in eight merged pull requests throughout the corporate. It’s a giant deal, however understanding why it really works that manner is an important half.
River can learn code, run exams, open pull requests, question the information warehouse, examine manufacturing traces, and typically push again on a plan it thinks is unhealthy. Great. Lots of firms could have intelligent coding brokers sometime quickly. Some already do.






