Experienced engineers on Lobste.rs report that AI coding assistants often introduce subtle bugs while accelerating boilerplate generation. While these tools boost initial velocity, they increase the long-term cognitive load during debugging. Practitioners should prioritize rigorous manual review over raw speed. The consensus suggests these tools assist but cannot yet replace deep architectural thinking.