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JohnNaguib's avatar
Nov 18, 2025

Beyond the Code: Setting Up Alerts for Unusual GitHub Copilot Activity (and Why You Need To)

It’s 3 AM. You’re sound asleep. But somewhere, a developer’s Copilot instance is working overtime, not on a feature, but potentially on a security breach.

GitHub Copilot is a game-changer. It’s the closest thing we have to a genuine, tireless code-whisperer, boosting productivity and making the mundane parts of development vanish. But with great power comes great responsibility—and significant new security challenges. When an AI is operating within your codebase, often with the same access as the human developer, it becomes a crucial new endpoint to monitor.

Ignoring Copilot security isn’t an option. Its contextual awareness—its superpower—is also its biggest vulnerability. If an attacker gains control of a user’s session or if a vulnerability is exploited (as has happened in the past), Copilot can become an unwitting accomplice in data exfiltration or the silent injection of malicious code.

The solution? We need to treat Copilot not just as a developer tool, but as a privileged system user. We need GitHub Copilot alerts for unusual activity.

https://dellenny.com/setting-up-alerts-for-unusual-github-copilot-activity/

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