The 80/20 Rule of AI Code: Why Production Takes 80% of Your Time

I watched a GPT-4 function call that worked perfectly in the playground silently fail in production. The output was valid JSON. The structure was correct. But the content was a hallucination. It took me two hours to notice the problem, and another day to build a guardrail that caught it. That moment