Posts
AI Code Is Not Disposable: It Is Security Debt
Schneier imagines a future where AI tilts the balance toward defenders. But LLM-generated code is already in production, remains in systems, and risks becoming security debt.
AI Token Inflation Is Not a Bug: It's the Business Model
Token billing for AI APIs does not measure value produced, but consumption controlled by the vendor. Why LLM costs can grow over time, where lock-in begins, and how production teams can protect themselves.
Vibe Coding, GPL and Copyright: The Legal Bomb Inside AI Code
An ext4 driver for OpenBSD written with ChatGPT and Claude was rejected over copyright concerns. The case shows why AI-generated code can become a legal risk for GPL, BSD, MIT, and Apache projects.