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AI Security Agent for Code Repositories

Meet your AI-powered red team — integrated directly into your development workflow.

Our AI Security Agent is purpose-built for proactive code security. Trained on real-world offensive security tactics (commonly known as "red teaming"), it navigates your codebase like a seasoned security engineer: understanding structure, identifying weaknesses, and enforcing best practices across frameworks and languages.

How It Works​

GitHub Integration The agent is installed as a GitHub Application with repository access. Once installed, it begins monitoring your codebase in real-time.

Continuous Security Analysis Every time new code is pushed or a pull request is opened, the agent analyzes the changes in real-time. It evaluates the logic, structure, and use of frameworks to detect potential vulnerabilities and security misconfigurations.

Trained Like a Red Teamer Unlike basic linters or static analysis tools, our agent understands how real attackers think. It leverages offensive security knowledge to pinpoint risks that traditional scanners often miss.

What the Agent Can Do​

Create GitHub Issues When a security concern is detected, the agent can automatically open a detailed issue highlighting the risk and suggested remediation.

Suggest Code Fixes via Pull Requests The agent can proactively propose code changes by opening pull requests with secure alternatives or patches.

Generate Code Scanning Alerts Integrates with GitHub Advanced Security to generate native alerts in the Security tab for easy tracking and triage.

Comment on Pull Requests Provides contextual inline comments directly within pull requests to educate developers and suggest secure improvements in real time.

Built-In Security Intelligence​

The agent has deep knowledge of:

  • Secure coding standards
  • Common and advanced vulnerability patterns (e.g., injection flaws, insecure deserialization, SSRF)
  • Framework-specific best practices (e.g., Django, Express.js, ASP.NET, Laravel)
  • Modern CI/CD and DevSecOps practices

Why Use the AI Security Agent?​

  • Catch security issues before they reach production
  • Reduce the manual burden on security teams
  • Educate developers on secure coding as they work
  • Align security practices with the speed of modern development

The AI Security Agent is your always-on, always-learning application security assistant — ready to support your developers and protect your codebase at every step.