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From Alert to Fix: AI Agents and the Future of Vulnerability Remediation in GitHub

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Event artwork for From Alert to Fix: AI Agents and the Future of Vulnerability Remediation in GitHub

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About this event

What to expect

Security vulnerabilities in code dependencies are piling up faster than development teams can address them. For most organisations using GitHub, Dependabot alerts accumulate into an ever-growing backlog that quietly becomes a significant security liability. This Microsoft Reactor session reveals how AI agents are fundamentally transforming vulnerability remediation—from detection to resolution.

What You'll Learn

Ankit Kumar Honey, Supply Chain Security Expert and Senior Engineering Manager leading GitHub's Dependabot team, will demonstrate live how Dependabot alerts can now be assigned directly to AI coding agents like GitHub Copilot, Claude, or Codex. These agents analyze vulnerabilities, open draft pull requests with proposed fixes, resolve test failures, and handle complex edge cases including package downgrades when dependencies are compromised or contain malware.

The session covers:

  • End-to-end AI agent assignment workflow: See how Dependabot alerts move from triage to merged fix with minimal human intervention
  • When to use AI agent remediation: Understand the decision framework for AI-assisted fixes versus rule-based Dependabot auto-PRs
  • Impact on engineering teams: Learn what this shift means for managing supply chain security at scale

Who Should Attend

This session is essential for developers, security engineers, and engineering leaders responsible for maintaining secure codebases. Whether you're managing DevSecOps processes, implementing GitHub Advanced Security, or simply drowning in security alerts, you'll gain practical insights into the future of automated vulnerability remediation.

Live Demonstration

The session includes a live demonstration showing exactly how AI agents handle real-world vulnerability scenarios. You'll see the complete process from alert generation through automated fix proposal, test resolution, and pull request management. This isn't theoretical—it's a hands-on look at capabilities you can start using immediately.

This virtual event is part of the Spotlight on GitHub Advanced Security Series, bringing together security professionals and developers to explore cutting-edge approaches to supply chain security. Join from anywhere in the world to learn how AI is making security alerts actionable rather than overwhelming.

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