The Rise of Whatever

Still don't get it. LLM outputs are nondeterministic. LLMs invent APIs that don't exist. That's why you filter those outputs through agent constructions, which actually compile code. The nondeterminism of LLMs don't make your compiler nondeterministic.

All sorts of ways to knock LLM-generated code. Most I disagree with, all colorable. But this article is based on a model of LLM code generation from 6 months ago which is simply no longer true, and you can't gaslight your way back to Q1 2024.

1. A type-strict compiler.

2. https://github.com/isaacphi/mcp-language-server

LLMs will always make stuff up because they are lossy. In the same way that if I ask you to list the methods for some random object lib you'd not be able to do that; you use the documentation to pull that up or your code-complete companion. LLMs are just getting the tools for that.