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Internal Security Tooling and Automation

2 posts · Oct 2022 – Sep 2026

What this trail covers

Shopify has developed and enhanced Hubble, an internal tool designed to encapsulate and extend various security tools, providing a unified interface for IT staff to manage inventory, device management, and security. It standardizes data from multiple systems, offers granular access control, and centralizes auditing for incident response. For end-users, Hubble provides device health and compliance information with actionable steps for remediation. It also serves as a single source of truth for se

All Shopify trails
  1. How River takes security work from a fix to merge (2026) - ShopifyThis post details the development and operationalization of River, an AI agent that automates the remediation pipeline for security vulnerabilities. River validates findings against live repository state, repairs and iterates on code, handles handoffs for human decision-making, and verifies closure. It has demonstrated significant improvements in reducing open security issues and increasing the rate of security merges. The post emphasizes the importance of revalidating before editing, ensuring evidence follows code, and making handoff a deliberate part of the workflow.
  2. Hubble: Our Tool for Encapsulating and Extending Security Tools - ShopifyThis post introduces Hubble, an internal tool that encapsulates and extends common security tools for IT staff, providing a unified interface for inventory, device management, and security. It standardizes data from multiple systems, offers granular access control, and centralizes auditing for incident response. For end-users, Hubble displays device health and compliance information with actionable remediation steps, acting as a single source of truth for consumed data.