We need a language and a transpiler. Honestly the LLM has many uses. Agents have many uses. And we are narrowing down how to make them deterministic and predictable for programming machines and software. But that also means we need something beyond natural language for the actual implementation. Yes we've moved a level up, but engineers are not product managers, so as much as we can define the scope and outline a project like a 2 week sprint using scrum or kanban, the reality is deterministic input for deterministic output is still the way to go. Just as compilers and higher level languages opened the doors to the next phase, the LLM manages this translation and compilation, but it's missing a sort of intermediary language, a format that's going to be much better processed and compiled directly down to machine code. We're talking about LLVM. Why are asking LLMs to write Go code or Python, when we could much better translate an intermediary language to something far more efficient and performant. So I think there's still work to be done.