Blog On systems, structure, and the decisions that shape them. Topic All topics AI-Assisted Development Sort Newest first Oldest first Title A–Z 01 15 April 2026 How AI-Generated Code Exposes the Pipeline You Built for a Different Era The real risk isn't speed. It's a pipeline designed for a time when engineers controlled how fast code arrived. AI-generated code exposes every assumption the old structure quietly made. AI-Assisted Development