A member asked whether a smarter model makes compound engineering redundant. The short answer is no, but the honest answer is more useful: it is an opinionated workflow, it is wrong for research, and its value scales with how many people touch the codebase.
You need a game plan for quitting your job. Leave that old job with new skills and a bigger savings because you positioned yourself to make more money.