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AWS Collective

A collective for developers who utilize Amazon Web Services' infrastructure and platform capabilities. The AWS Collective is organized and managed by the Stack Overflow community as a resource for developers.
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Best practices
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DynamoDB single‑table design: modeling a QuestionGroup listing over granular items

Question I’m using DynamoDB with a single‑table design and need guidance on supporting a new access pattern. Current model We currently store data at a granular level, where each item represents a ...
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0 answers
43 views

Creating CA in AWS IoT with CDK

I'm trying to create CA in AWS IoT Core. return new iot.CfnCACertificate(this.stack, id, { autoRegistrationStatus: args.autoRegistration === true ? 'ENABLE' : 'DISABLE', ...
-1 votes
0 answers
55 views

AWS DMS CDC from MongoDB fails with "Expected to read X operations as part of transaction but read Y" when using transactions

Problem I am using AWS DMS to perform CDC (Change Data Capture) from MongoDB to PostgreSQL. Full load works fine CDC fails with the following error: [SOURCE_CAPTURE] E: Expected to read 4 operations ...
Tooling
0 votes
0 replies
76 views

Automate the testing of AWS connect IVR call flows

I want to automate the testing of IVR call flows present in Amazon connect. Tool should test the quality and validation testing of the call flow including playing correct voice prompts, take in the ...
1 vote
0 answers
45 views

AWS CLI returns UnknownOperationException when logging in

I've been using the AWS CLI on my Ubuntu machine for several months with no problem. A few days ago, the browser page opened by aws login began failing: I see <UnknownOperationException/> and ...

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These are the most recent articles in AWS Collective
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1 minute read
How-to guide

AWS Management Console now supports simultaneous sign-in for multiple AWS accounts

AWS has changed the way we interact with AWS console for sign-in. Jan 16, 2025 AWS has announced the support for multiple console sessions for signing into different aws accounts in the same browser. ...
Jatin Mehrotra's user avatar
4 votes
637 views
8 minute read
How-to guide

How to achieve fast, scalable, robust & cost optimized scaling of tasks on AWS ECS

Summary There are multiple use cases to containerize and host proprietary applications on AWS ECS which is “a fully managed container orchestration service that makes it easy for you to deploy, manage,...
TechFree's user avatar
  • 3,024
8 votes
695 views
2 minute read
Knowledge article

Overcoming Front-End Back-End Coupling with AWS Event-Driven Architecture

introduction As a developer, I've always been interested in event-driven architectures (EDAs) and how they can improve the overall performance and scalability of web applications. However, I never ...
Marawan Mamdouh's user avatar
6 votes
1k views
1 minute read
How-to guide

Always-on access for your data in Amazon S3, using cross-Region replication and Multi-Region Access Points (MRAP)

To improve durability of your data in the cloud, you should replicate it to multiple locations. For data in Amazon S3, it is automatically stored across multiple devices spanning a minimum of three ...
Seth E's user avatar
  • 1,125
6 votes
1k views
3 minute read
Knowledge article

Local development, testing, and debugging of serverless applications defined in Terraform using AWS SAM CLI

One question we hear from developers using Terraform and AWS Lambda functions is how to locally test the Lambda function. Here’s a great example — I have a simple terraform file with a Lambda function....
Julie's user avatar
  • 159