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Shopify uses public coding agent River to create a learning workshop

Shopify is leveraging an internal coding agent named River to foster a "Lehrwerkstatt" or teaching workshop environment. This tool operates publicly on Slack, with all interactions visible and searchable, allowing any employee to join conversations and learn from ongoing work. This approach aims to facilitate osmosis learning, where knowledge is gained through observation and participation, similar to how Midjourney initially used public Discord channels to help users learn prompt engineering. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Shopify's use of River could accelerate knowledge sharing and skill development within engineering teams, potentially improving productivity and innovation.

RANK_REASON The article describes the use of an internal tool (River) within a company (Shopify) to facilitate learning and collaboration.

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COVERAGE [1]

  1. Simon Willison TIER_1 ·

    Learning on the Shop floor

    <p><strong><a href="https://twitter.com/tobi/status/2053121182044451016">Learning on the Shop floor</a></strong></p> Tobias Lütke describes Shopify's internal coding agent tool, River, which operates entirely in public on their Slack:</p> <blockquote> <p>River does not respond to…