AWS Open Source Blog

Planning a release from product strategy to product delivery is a complex process with multiple interconnected services and workflows. On top of that, creating and deploying new versions of services into production has always been a challenge for developers. DevOps teams must choose an effective deployment strategy to enable Continuous Integration and Continuous Delivery (CI/CD) […]

Our KubeCon session highlights are focused on open source project-centered content you can attend at our booth, at the AWS Container Day pre-event, as well as during the main conference sessions.

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).

Learn how to integrate open source Cosign with AWS KMS and ensure supply chain security is maintained using open source Kyverno.

In this post we demonstrate how to train a Twin Neural Network based on PyTorch and Fast.ai, and deploy it with TorchServe on HAQM SageMaker inference endpoint. For demonstration purposes, we build an interactive web application for users to upload images and make inferences from the trained and deployed model, based on Streamlit, which is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python.

Learn how to use HAQM Elastic Compute Cloud (HAQM EC2), HAQM Route 53, AWS Certificate Manager (ACM), and Elastic Load Balancing to create a secure WordPress site within AWS GovCloud.

Open source Crossplane enables GitOps to be applied virtually everywhere using Kubernetes as a proxy to provision and manage cloud resources. This article will take you in a step-by-step workflow to provision HAQM Elastic Kubernetes Service (HAQM EKS) clusters and an HAQM Relational Database Service (HAQM RDS) database the GitOps way using Crossplane and Flux.

HAQM is excited to open source a key technology that powers EventBridge as Event Ruler under the Apache 2.0 license. Event Ruler is a Java library that allows you to build applications that can match any number of rules against events at several hundred thousand events per second.

Open source Kubernetes Migration Factory (KMF) can be used to quickly migrate your Kubernetes workloads from GKE to an HAQM EKS cluster. In this blog post, we provided an example of how KMF can be used from an operating system terminal.

Learn how AWS contributes to the scalability and operational efficiency of open source Ray and how AWS customers use Ray with AWS-managed services for secure, scalable, and enterprise-ready workloads across the entire data processing and AI/ML pipeline.