Sam Aydlette

Author and Cybersecurity Practitioner

Articles

DIY AI: Running an LLM On Any Standard Laptop For Free, Offline Use

Learn how to unlock the power of AI on your ordinary laptop - no subscriptions, no privacy concerns, and no fancy hardware required.

In the age of AI assistants like ChatGPT and Claude, having your own locally-run language model gives you privacy, offline access, and complete control over your AI interactions. In this guide, I'll walk you through setting up TinyLlama, which is a compact yet capable 1.1B parameter language model, on a standard laptop. This setup will even work on laptops with limited resources.

Cost-Effective Vulnerability Management in AWS

How to implement a comprehensive vulnerability management workflow in AWS for under $50,000

Organizations today face the challenge of securing increasingly complex cloud environments while managing costs effectively. This article outlines a comprehensive, scalable approach to vulnerability management that won't break the bank.

Investigating ProtonVPN's Persistence Mechanisms: A Security Deep Dive

Going down the rabbit hole while attempting to uninstall ProtonVPN - persistence mechanisms and security implications

This investigation started with a simple problem: my wife's computer was booting slowly. What began as routine troubleshooting led to the discovery of concerning behavior in how ProtonVPN persists on macOS systems even after uninstallation...