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Architecting a Real-Time, Serverless AI Chat Application with Amazon Bedrock

Architecting a Real-Time, Serverless AI Chat Application with Amazon Bedrock

A practical, step-by-step guide for AWS builders on architecting a real-time, serverless AI chat application using Amazon Bedrock, API Gateway WebSockets, Lambda, and DynamoDB. This post includes AWS CDK deployment snippets and strategies for overcoming common streaming and state management challenges.

How to Build a Secure and Advanced Auth System in AWS Amplify with OAuth & Federated Identities
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How to Build a Secure and Advanced Auth System in AWS Amplify with OAuth & Federated Identities

Introduction Imagine signing into an app and instantly accessing personalized content—no repeated logins, no security headaches. Now, imagine doing this securely across multiple platforms while integrating Google, Facebook, or Okta as authentication providers.  That’s exactly what AWS Amplify + Cognito enables, but basic auth flows aren’t enough when dealing with enterprise-grade security, multi-tenant apps, and…