Shopify's internal coding agent 'River' operates publicly on Slack, requiring all interactions to happen in public channels to foster knowledge sharing and learning across the organization. The approach, described as 'Lehrwerkstatt' (teaching workshop), enables osmosis learning where employees learn by observing and participating in each other's work. This mirrors Midjourney's successful early strategy of public Discord channels that encouraged prompt sharing and collaborative learning.
Background
As AI coding assistants become more prevalent in enterprise settings, organizations are exploring ways to maximize their benefits while maintaining transparency and knowledge sharing among employees. This approach builds on concepts like pair programming and open office environments, but adapted for the AI era.
- Source
- Simon Willison
- Published
- May 11, 2026 at 11:46 PM
- Score
- 6.0 / 10