⚠️ GitHub AI Agent Security

Understanding AI Agent Vulnerabilities in Development Workflows

Explore the critical security implications of AI agents accessing GitHub repositories. Learn how malicious prompt injection can lead to private code exposure and understand the architectural decisions that make systems vulnerable or secure.

🎯

Attack Flow Overview

Step-by-step visualization of how attackers exploit AI agents through malicious GitHub issues.

5-step attack progression
Prompt injection techniques
Data exfiltration methods
Real-world attack scenarios

View Attack Flow

⚖️

Security Analysis

Compare vulnerable vs secure AI agent configurations and learn effective mitigation strategies.

Exploitable conditions
Security best practices
Runtime monitoring
Access control policies

Analyze Security

💥

Risks & Impact

Understand the business impact, scalability potential, and executive implications of these vulnerabilities.

Business impact assessment
Attack scalability metrics
Executive takeaways
Compliance implications

Assess Impact