$ 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 Cognito at scale — including the stealth Essentials tier price hike, M2M token trap, SMS MFA surcharges, and Lambda trigger overhead — and a complete self-hosted Keycloak alternative on Hetzner with PostgreSQL HA that cuts your auth bill by 97%.
A deep-dive into the real cost of running AWS ElastiCache at scale — including the Extended Support premium, cross-AZ data transfer trap, and serverless markup — and a complete alternative architecture using self-hosted Dragonfly or Valkey that cuts your bill by 95%.
A deep-dive into the real cost of running Cloudflare Pages at production scale — including build limits, function pricing traps, bundle size walls, deprecation uncertainty, and a complete self-hosted alternative using Coolify, Caddy, and Hetzner that gives you full control for under $10/month.