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Amazon Bedrock Offers Prompt Management and Flows to Tame LLM App Complexity

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Developers building large language model applications often embed prompts directly in code, making updates cumbersome and version tracking difficult. Amazon Bedrock addresses this with two features — Prompt Management and Prompt Flows — that treat prompts as versioned AWS resources with their own identifiers and configurations. Prompt Management allows teams to iterate on prompts independently of application code, while production systems reference stable, pinned versions. Prompt Flows provides a serverless orchestration layer for building multi-step LLM pipelines using a graph of nodes, eliminating the need for custom glue code. Together, the features enable cost-conscious routing — for example, sending only technical queries to more expensive models like Claude while handling general ones with cheaper alternatives.

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