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Chaos engineering made clear: Generate AWS FIS experiments using natural language through Amazon Bedrock

Public Sector Blog



This article explores how AWS Fault Injection Service (FIS) can be simplified using Amazon Bedrock's generative AI capabilities to create chaos engineering experiments through natural language processing.

  • Uses large language models to generate AWS FIS experiment templates automatically
  • Enables non-technical teams to create resilience testing scenarios
  • Helps public sector organizations validate disaster recovery plans
  • Demonstrates how to use Amazon Bedrock to interpret failure scenarios
  • Provides a method to generate compliant and safe chaos engineering experiments

The solution involves creating a system prompt that guides AI models to generate valid AWS FIS experiments with proper safety parameters, stop conditions, and resource requirements. This approach democratizes chaos engineering by making it more accessible to teams with varying technical expertise.



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