Shopify: “River initially created only 6% of merged mobile pull reques…”

River initially created only 6% of merged mobile pull requests. This is how the number evolved over time, reversing the trend of local development and evolving to 61% of merged mobile pull requests

ShopifyPublished by the organization itself (post), no named author

Post: We gave AI agents a mobile dev environment, Shopify Engineering, October 22, 2026, at Helping people use it.

61% mobile agent pr share, after rollout of Remote Dev (post dated 2026-10-22); 6% at the start. Level not stated

Checked against the source [ Grade B ] Said in the last year Shopify: $11.6 billion revenue, FY2025

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Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-11-07).

Exact match in the fetched page text, including the sentence with no final period. This is the page's caption wording.

How to cite this passage

Shopify, “We gave AI agents a mobile dev environment”, Shopify Engineering, 2026-10-22, at Helping people use it. https://shopify.engineering/remote-dev Archived at https://the-ai-record.com/passages/shopify-river-initially-created-only-6-merged-2026

More from the same source

For bug fixes, River can reproduce the issue, record the broken behavior, implement the fix, and then repeat the same steps to show the before and after.

ShopifyPublished by the organization itself (post), no named author

Post: We gave AI agents a mobile dev environment, Shopify Engineering, October 22, 2026, at It proves its work.

Checked against the source [ Grade B ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page

With River and Remote Dev, a web developer can fix a bug, a designer can iterate on a UI, and a PM can test a feature, all through Slack.

ShopifyPublished by the organization itself (post), no named author

Post: We gave AI agents a mobile dev environment, Shopify Engineering, October 22, 2026, at Anyone can now contribute to mobile.

Checked against the source [ Grade B ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page

Some of these run overnight, automatically picking up bugs, implementing fixes, testing them, and creating PRs. So we can start the next morning with fixes already implemented and ready for review.

ShopifyPublished by the organization itself (post), no named author

Post: We gave AI agents a mobile dev environment, Shopify Engineering, October 22, 2026, at Works in the background.

Checked against the source [ Grade B ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page

We built agentic workflows to tackle mobile development tasks in parallel, but quickly hit the limits of our development machines. Just three or four workflows were enough to max out a laptop, with compilers, simulators, and emulators competing for resources.

ShopifyPublished by the organization itself (post), no named author

Post: We gave AI agents a mobile dev environment, Shopify Engineering, October 22, 2026, at Introduction.

Checked against the source [ Grade B ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page

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