Question

A developer team manages dozens of prompts in Amazon Bedrock Prompt Management for a customer-support application. They want to A/B test two versions of a summarization prompt against live traffic without redeploying application code, and they want each application environment (dev, staging, prod) to reference a specific, immutable version of the prompt. Which approach best meets these requirements using Bedrock Prompt Management capabilities?

Accepted Answer

Create versions of the prompt in Prompt Management and reference each environment's prompt by a specific version ARN, while using distinct published versions for the A/B variants invoked via the Prompt ARN.

Answer

Create separate prompts for each environment and hardcode the full prompt text into environment-specific Lambda configuration files.

Answer

Store the prompt in the application's source repository and use feature flags in code to switch between the two prompt strings at runtime.

Answer

Use a single DRAFT prompt and manually edit its text each time you want to test a new variant, coordinating changes through a shared spreadsheet.