Integrating Checkov Scans into GitHub Actions for Sandbox CI
Catch infrastructure misconfigurations before sandbox code runs live.
Catch infrastructure misconfigurations before sandbox code runs live.
Checkov catches AI-generated infrastructure misconfigurations before deployment.
AI-generated code fails security checks faster than DAST can scan deployments.
Egress rules stop compromised agents from exfiltrating data at the network boundary.
Eight practical scenarios where sandboxes prevent AI-generated code disasters.
Tool calls need policy controls; LLM-generated code needs process isolation.
Execution servers need isolation that API proxies don't, and most teams don't know the difference.
How AI agents turn text injections into code execution through legitimate tools.
Malicious tool descriptions can hijack agents while security reviews happen only once.
Implicit trust chains in the protocol create exploitable gaps between specification and deployment.
Secure MCP servers across transport, protocol, and data layers, not authentication alone.
Sandboxing agent code requires five interdependent properties working together.