Teaching AI to Behave: Structured Output with Amazon Bedrock in Production
The moment AI becomes useful isn’t when it produces impressive text. It’s when it becomes predictable enough to behave like a system component.
There’s a moment when generative AI moves from interesting to useful. It usually happens the first time you integrate an LLM into a real system. Not a demo. Not a playground. An actual workflow with downstream dependencies.
That’s when the problem appears. The model talks too much, too loosely, too creatively. Suddenly your architecture depends on parsing paragraphs.
That’s where structured output changes everything.
