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*[Serverless API Idempotency with AWS Powertools for AWS Lambda and CDK](https://www.ranthebuilder.cloud/post/serverless-api-idempotency-with-aws-lambda-powertools-and-cdk){target="_blank" rel="nofollow"}
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*[Serverless API Idempotency with AWS Powertools for AWS Lambda and CDK](https://ranthebuilder.cloud/blog/serverless-api-idempotency-with-aws-lambda-powertools-and-cdk/){target="_blank" rel="nofollow"}
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*[Effective Amazon SQS Batch Handling with Powertools for AWS Lambda (Python)](https://www.ranthebuilder.cloud/post/effective-amazon-sqs-batch-handling-with-aws-lambda-powertools){target="_blank" rel="nofollow"}
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*[Effective Amazon SQS Batch Handling with Powertools for AWS Lambda (Python)](https://ranthebuilder.cloud/blog/effective-amazon-sqs-batch-handling-with-aws-lambda-powertools/){target="_blank" rel="nofollow"}
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*[Serverless API Documentation with Powertools for AWS Lambda](https://www.ranthebuilder.cloud/post/serverless-open-api-documentation-with-aws-powertools){:target="_blank"}
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*[Serverless API Documentation with Powertools for AWS Lambda](https://ranthebuilder.cloud/blog/serverless-open-api-documentation-with-aws-powertools/){:target="_blank"}
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*[Best practices for accelerating development with serverless blueprints](https://aws.amazon.com/blogs/infrastructure-and-automation/best-practices-for-accelerating-development-with-serverless-blueprints/){target="_blank" rel="nofollow"}
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*[Build a Chatbot with Amazon Bedrock: Automate API Calls Using Powertools for AWS Lambda and CDK](https://www.ranthebuilder.cloud/post/automating-api-calls-with-agents-for-amazon-bedrock-with-powertools){target="_blank" rel="nofollow"}
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*[Build a Chatbot with Amazon Bedrock: Automate API Calls Using Powertools for AWS Lambda and CDK](https://ranthebuilder.cloud/blog/automating-api-calls-with-agents-for-amazon-bedrock-with-powertools/){target="_blank" rel="nofollow"}
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*[Build Serverless WebSockets with AWS AppSync Events and Powertools for AWS Lambda](https://www.ranthebuilder.cloud/post/aws-appsync-events-and-powertools-for-aws-lambda){target="_blank" rel="nofollow"}
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*[Build Serverless WebSockets with AWS AppSync Events and Powertools for AWS Lambda](https://ranthebuilder.cloud/blog/aws-appsync-events-and-powertools-for-aws-lambda/){target="_blank" rel="nofollow"}
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#### Lambda MCP Server Cookbook
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@@ -138,7 +138,7 @@ This article will guide you through personalizing observability by integrating C
[Creating a serverless API using Powertools for AWS Lambda and CDK](https://www.ranthebuilder.cloud/post/boost-app-engagement-with-aws-cloudwatch-metrics-powertools-for-aws){target="_blank" rel="nofollow"}
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[Creating a serverless API using Powertools for AWS Lambda and CDK](https://ranthebuilder.cloud/blog/boost-app-engagement-with-aws-cloudwatch-metrics-powertools-for-aws/){target="_blank" rel="nofollow"}
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### Streaming data with AWS Lambda & Powertools for AWS Lambda
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This session covers an opinionated approach to Python project setup, testing, profiling, deployments, and operations. Learn about many open source tools, including Powertools for AWS Lambda—a toolkit that can help you implement serverless best practices and increase developer velocity.
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Join to discover tools and patterns for effective serverless development with Python. To maximize your learning experience, the session includes a sample application that implements what’s described.
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Join to discover tools and patterns for effective serverless development with Python. To maximize your learning experience, the session includes a sample application that implements what's described.
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