$ cat profile.txt
Hands-on exploit research at the intersection of cloud infrastructure & AI systems
$ cat mission.txt
Hands-on exploit research in controlled lab environments. Focused on LLM security, AI service misconfigurations, cloud infrastructure attack surfaces, and AI supply chain threats. All findings published with reproducible evidence.
$ ls focus/
A deep-dive into the real cost of running AWS NAT Gateway at scale — including the hidden data processing fees, cross-AZ charges, and multi-environment multiplication — and a complete alternative architecture using fck-nat and VPC endpoints that cuts your bill by 95%.
A deep-dive into the real cost of running AWS Secrets Manager at scale — including the hidden fees across per-secret charges, API calls, KMS, replication, and rotation — and a complete self-hosted Infisical alternative that cuts your secrets management bill by 98%.
A full-spectrum audit of critical CVEs across the most popular open-source projects — React/Next.js, Apache Tomcat, LangFlow, sudo, Docker Desktop, and tj-actions — with real breach cost data, automated scanning infrastructure via Terraform, and a complete detection stack you can deploy for $45/month.