Every AI agent operator hits this wall: you prompt your LLM to return structured data, and it gives you something almost right—but not quite. Maybe it added a trailing comma. Maybe it wrapped a string in quotes when you needed a number. Whatever the specific failure mode, your agent pipeline breaks at the parse step.

I've been building AI agent...