Part 1 of Practical AI Engineering: Beyond the Demo

Most developers think better prompting means finding better words.

Add a role. Add more detail. Ask the model to “think step by step.” Keep extending the prompt until it becomes a small novel.

That can improve an answer. It does not make the workflow reliable.

After years of working on large software systems, I trust explicit contracts more than clever wording.