AI coding agents did not just change how we write code. They changed where work can happen: over SSH, inside Termux, in Kubernetes pods, and from remote machines that no longer need a full local editor setup.
Centered on Anthropic’s Project Glasswing and Claude Mythos Preview, this post explains why cybersecurity capability has jumped, how benchmark design is shifting, what real defensive findings looked like, and how developers should evolve their workflow with agents.
A hands-on walkthrough of Transformer-based LLM internals — from each module’s role to key optimization techniques.