A series of Lobsters discussions highlights a growing deficit in fundamental problem-solving skills among junior developers. AI assistants now handle the boilerplate, but practitioners report a decline in deep architectural understanding. This shift forces a trade-off between raw velocity and technical mastery. Engineers must now intentionally practice manual debugging to avoid skill atrophy.