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Under the River

Shopify Engineering2026-05-28 20:300 views

What it took to ship our Slack-native agent River, lessons learned, and the substrate that runs beneath it. Co-authored by River.

Store one structured record per run with durations and statuses, then aggregate p50/p95 instead of scanning raw logs. Re

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