Blog

Thoughts, tutorials, and deep dives into low-level systems.

2026
Ground Truth Isn't6 min read

AI benchmarks encode the biases of the tools used to build them. Learn why treating benchmarks as ground truth creates a massive blind spot in cybersecurity.

2025
Going to College, RoIQ, and Insights7 min read

An update on life and my new project, RoIQ, an analytics tool for Roblox devs. Sharing early progress, challenges, and what I’m learning from real conversations.

2024
Writing fundamentally secure authentication3 min read

I discuss how to implement of the number one factor that contributes to fundamentally secure authentication: server-side reliance.

2023
Writing a register based .NET virtualizer, and how it was cracked.5 min read

I discuss the way I constructed a register-based virtualizer, my inspirations, the caveats, and what led to its inevitable downfall.

2023
Writing a .NET Virtualization Engine (Part 1)3 min read

I provide the basic steps, resources, and components that go into a code virtualization engine.