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Organization Policies and Responsible Use at Scale

Explore how to administer GitHub Copilot effectively across large teams by setting policies and controls. Learn to balance innovation with security, manage usage quotas, protect intellectual property with public code filters, and lead responsible AI adoption for optimized productivity and compliance.

It’s Monday morning at a tech company with over 500 engineers across multiple teams. Over the last quarter, you’ve piloted GitHub Copilot in three departments: Frontend, DevOps, and Internal Tools. The results are undeniable:

  • Developers report writing clean, tested code 30% faster.

  • PR reviews are shorter and more focused.

  • Boilerplate tasks that once took hours now only take minutes.

  • And perhaps the most telling of all the preceding factors is this predominant belief that Stack Overflow is now rarely, if ever, in use (a running joke across team chats). ...