Fix your harness. Provide rules, format, and good examples.

You probably had those for the humans in your team for when new hurts join, right? Just direct your LLMs to them and you’ll have a much better experience.

Just like you can’t expect a new junior dev to know what to do without direction, the same applies with LLMs.