Thought Artisan

Jan 15, 2026 · Fundamentals

Rule Learners vs. Case Learners: How Developers Build Transferable Knowledge

The article contrasts rule learners who extract abstract principles from examples with case learners who rely on analogies from past experiences, arguing that advanced structure builders who internalize underlying principles can better apply knowledge to unfamiliar situations, and reflects on the author's need to strengthen rule-based learning in software development.