$ 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 MSK in production — including the hidden fees across broker instances, cross-AZ replication, MSK Connect, tiered storage, and CloudWatch — and a complete self-hosted Redpanda alternative that cuts your streaming bill by 95%.
A deep-dive into the real cost of running AWS Step Functions at scale — including the hidden fees from retries, polling loops, and multi-environment multiplication — and a complete alternative architecture using self-hosted Temporal that cuts your bill by 98%.
Q1 2026 audit of the most critical CVEs hitting top open-source and enterprise-adjacent projects — Next.js middleware bypass, n8n Ni8mare RCE, Chrome zero-days, Cisco SD-WAN, and Ivanti EPMM — with updated breach-cost data, a self-hosted scanning stack you can deploy for $48/month, and complete Terraform to stand it up today.