A developer used Astra to remove approximately 60% of Kata Containers code while maintaining full Kubernetes-Firecracker integration support, reducing attack surface and improving auditability. The hardened fork runs x86_64 workloads in Firecracker VMs with 13.5k SLOC for host runtime and 8.1k for agent, tested in a homelab cluster but offered without security guarantees or production verification.
ExposurAI is a security platform that discovers an organization's external attack surface and shadow AI infrastructure by scanning subdomains, ports, and certificates, then uses AI to synthesize findings into actionable risk scores and automated remediation code snippets. It helps prevent ransomware breaches and ensures compliance with regulations like the EU AI Act and NIS2.