Question

A development team maintains dozens of prompt templates for a customer-support summarization application built on Amazon Bedrock. Product managers frequently tweak the few-shot examples and instructions, and the team needs to test new prompt versions in a staging environment before promoting them to production without redeploying application code or hardcoding prompt strings. Which approach best meets these requirements?

Accepted Answer

Use Amazon Bedrock Prompt Management to create managed prompts with variables and versions, then reference specific prompt versions and aliases from the application at runtime.

Answer

Store all prompt text in environment variables on the Lambda function and update the function configuration for each prompt change.

Answer

Embed the prompt templates as string literals in the application code and use separate Git branches for staging and production prompts.

Answer

Create a Bedrock Guardrail for each prompt variation and switch guardrail identifiers to change prompt behavior.