How to program "just right" without any LLM "vapecoding"
Before one begins to write any code, one must understand the domain and its concepts and relationships between them. This is exactly what mathematics is all about – generalized abstract contempts, their properties and relationships. The best way to understand something is to “hack” the expert’s “models” with they carry inside their heads (literally, conditioned neural structures) and articulate using their specific language (slang, jargon) and contexts and idioms. There is a hard way – become an expert, build or grow up your own understanding, and then write it down as simple, well-understood mathematics – sets, functions, universal algebraic structures. This is a much better way, and, perhaps, the only way. ...