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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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Score of -2
0 answers
15 views

Amazon Bedrock Custom Model Import fails for meta-llama/Llama-3.1-8B-Instruct with generic validation error

I’m trying to import the Hugging Face model meta-llama/Llama-3.1-8B-Instruct into Amazon Bedrock Custom Model Import. Environment: - AWS Region: us-east-2 - Model: meta-llama/Llama-3.1-8B-Instruct - ...
Best practices
0 votes
0 replies
41 views

Deploy AWS Sam with preTrafficHook and dynamic data

I have a lot of AWS Sam applications which i want to test with a preTrafficHook. In general its no problem, but i want to use one central hook and not one dedicated hook for each application/function. ...
Score of 0
0 answers
41 views

AWS Credentials error while using agentcore deploy

AgentCore Deploy [error] Validate project → No AWS credentials configured. To fix this: 1. Run: aws login 2. Or set AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment ...
Best practices
0 votes
0 replies
58 views

Achieving Atomic Ingestion for a 70-100 GB Daily Stream Using PyArrow and MinIO

The Architecture I'm designing the ingestion (Bronze) layer of a data pipeline. The data source provides A daily bulk update delivered as a massive ZIP file, reaching up to 70-100 GB per day. To save ...
Score of 0
0 answers
35 views

Alexa RangeController for thermostat fan speed not invoking Lambda — "I don't know how to set [device] to that setting"

I have an Alexa Smart Home skill exposing a thermostat/AC endpoint with Alexa.PowerController, Alexa.ThermostatController, and Alexa.RangeController (for fan speed). The same RangeController pattern ...

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These are the most recent articles in AWS Collective
Score of 1
439 views
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. ...
Score of 4
671 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,...
Score of 8
709 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 ...
Score of 6
1283 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 ...
Score of 6
1366 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....