Cianplan

Level 5: AI / LLM systems · L5.8 Generative AI on AWS: Bedrock in practice (AIP-C01)

Prompt engineering on Bedrock: techniques, structured outputs and Prompt Management

Apply Bedrock's prompt design techniques, enforce output format with structured outputs instead of retries, and govern prompts as versioned Prompt Management resources called by ARN.

13 min · Pro

What you take away

  • Bedrock's checklist: clear complete instructions with the question last, separators, output indicators, a few examples, step-by-step reasoning for hard tasks, a default answer, and a hold-out test set.

And 3 more inside the class, in Pro.

How the class is laid out

  1. The problem
  2. The recipe card and the binder
  3. Techniques, as Bedrock names them
  4. Structured outputs, not retries
  5. Prompt Management: prompts as governed resources
  6. Check your understanding