AWS Open Source Blog
Category: Developer Tools
Adding CDK Constructs to the AWS Analytics Reference Architecture
In 2021, we released the AWS Analytics Reference Architecture, a new AWS Cloud Development Kit (AWS CDK) application end-to-end example, as open source. In 2022, we extended the scope of this project with AWS CDK constructs to provide more granular and reusable examples.
Automate Python Flask Deployment to the AWS Cloud
Learn how to use AWS services and open source tools to automate the deployment of a Python Flask application to the AWS Cloud using CodePipeline.
How A&E Engineering Uses Serverless Technology to Host Online Machine Learning Models
AWS partner A&E Engineering is using online machine learning models to monitor realtime data for improved manufacturing. Learn how to successfully deploy an online serverless machine learning model using open source Python River and AWS Cloud Development Kit (AWS CDK).
Accelerate AWS IAM Identity Center (Successor to AWS Single Sign-On) Implementation using AWS Cloud Development Kit (AWS CDK)
In conversations with our customers, we often hear that they find it tedious to write AWS CloudFormation templates to create new permission sets, assign permission sets to users and groups in AWS IAM Identity Center (successor to AWS Single Sign-On) and grant access for users and groups to multiple AWS accounts in their organization. This […]
Announcing CDK for Terraform on AWS
HashiCorp and AWS have partnered to launch Cloud Development Kit for Terraform (CDKTF).
Amazon Lookout for Vision Python SDK: Cross-validation and Integration with Other AWS Services
Learn how to use the open source Python SDK for Lookout for Vision in either AWS Glue or AWS Lambda to quickly identify differences in images of objects at scale.
Running Dicoogle, an open source PACS solution, on AWS (part 2)
This blog post is the second part of a two-part series that describes how to host a secure Digital Imaging and Communications in Medicine (DICOM) server on AWS using Dicoogle open source software. In part one of this blog series, I introduced DICOM, explained the functionalities the solution provides, highlighted the AWS services used, and […]
Running Dicoogle, an open source PACS solution, on AWS (part 1)
This blog is the first part of a two-part series that describes how to host a secure DICOM server on AWS. It is based on the Dicoogle open source software, which provides the functionality of a PACS (picture archiving and communication system). A PACS stores and indexes DICOM medical image files, and uses the DICOM […]
AWS Distro for OpenTelemetry is now generally available for metrics
At the end of 2021 we made traces in OpenTelemetry generally available (GA) and then the focus in the Cloud Native Computing Foundation (CNCF) OpenTelemetry project moved to metrics. We worked upstream in the community to implement metrics in SDKs and ensure compatibility with Prometheus as well as to stabilize the collector to support metrics. […]
Build, train, and deploy Amazon Fraud Detector models using the open source Python SDK
Companies providing digital services are looking for ways to effectively identify fraudulent activities, such as online payment fraud and fake account creation. Amazon Fraud Detector is a fully managed service that uses machine learning (ML) and builds on 20 years of fraud detection expertise from Amazon Web Services (AWS) and Amazon.com to automatically identify potentially […]