Research

A collection of technical projects and experiments, exploring how emerging technologies work in practice.

AI / Cyber Apr 21, 2026

Project Umbra - Retrospective on Supply Chain Tooling Research

Building an agentic vulnerability scanner, finding a real backdoor, and why this kind of work should be standard practice.

AI / Cyber Mar 25, 2026

Mr Bones, Get Me Off This Wild Ride

Agentic AI, labor economics, and the end of the apprenticeship model.

Cybersecurity Dec 14, 2025

LLM Pentest Methodology

Deep dive into prompt injection attacks, defense bypasses, and exploiting LLM applications - from basic injections to advanced multi-stage attacks combining AI-specific and traditional vulnerabilities.

Cybersecurity Dec 7, 2025

What Makes Pentesting LLMs Different

Understanding the unique architectural properties that make LLMs challenging to secure, distinguishing AI safety from security, and mapping the attack surface through reconnaissance techniques.