The coding agent heading. Claude Code and tools like it represent a huge improvement in what you can usefully get done with LLMs.
Mistakes and hallucinations matter a whole lot less if a reasoning LLM can try the code, see that it doesn't work and fix the problem.
> The coding agent heading. Claude Code and tools like it represent a huge improvement in what you can usefully get done with LLMs.
Does it? It's all prompt manipulation. Shell script are powerful yes, but not really huge improvement over having a shell (REPL interface) to the system. And even then a lot of programs just use syscalls or wrapper libraries.
> can try the code, see that it doesn't work and fix the problem.
Can you really say that does happens reliably?
If it actually does that without an argument. I can't believe I have to say that about a computer program