Most developers start with AI by writing a long prompt and hoping the model returns a valid JSON object. This works 80 percent of the time. In production, that 20 percent failure rate is a disaster.
Source: [Dev.to](https://dev.to/ntty/stop-prompting-and-start-engineering-treating-llms-as-unreliable-functions-12fp)