Software engineer
Systems, intelligence, and the boundaries between them.
I build software and write about architecture, AI and security. Grounded in first principles. Tested against real trade-offs.
OPEN SOURCE / AI + SECURITY
Coordinate security agents without losing operator control.
Design and development of the agent pipeline and interactive terminal.
How Fackel's interactive harness renders parallel pentest agents in separate lanes, handles inline approvals without freezing, and survives Ctrl-C — the design choices behind the terminal.
An essay on education, self-study, and deliberate learning as a technical and human response to an increasingly polarized labor market.
Technical analysis of the Axios npm supply chain attack in March 2026: what happened, what the malware did, why CI/CD is the real target, and how to protect yourself.
A practical guide to getting started with AI agents. Three frameworks, the same problem, real examples, and an honest comparison.
When AI becomes an attack surface: prompt injection, end-to-end attack chains, at-risk architectures, and defensive actions.