[some_random]

In my experience this complete lack of reproducibility is what happens when you throw LLMs at a complicate problem without sufficient shaping, workflows, etc. Go ahead, let LLMs invoke LLMs invoke LLMs and by the end you'll get an output that's really well written but completely different run to run.

[Madmallard]

If those actually solved the fundamental issue we would already have an explosion of competitive software for major projects