AWS DevOps Blog

Category: Developer Tools

Automate code reviews with Amazon CodeGuru Reviewer

A common problem in software development is accidentally or unintentionally merging code with bugs, defects, or security vulnerabilities into your main branch. Finding and mitigating these faulty lines of code deployed to the production environment can cause severe outages in running applications and can cost unnecessary time and effort to fix. Amazon CodeGuru Reviewer tackles […]

Deep learning image vector embeddings at scale using AWS Batch and CDK

Applying various transformations to images at scale is an easily parallelized and scaled task. As a Computer Vision research team at Amazon, we occasionally find that the amount of image data we are dealing with can’t be effectively computed on a single machine, but also isn’t large enough to justify running a large and potentially […]

Parallel and dynamic SaaS deployments with AWS CDK Pipelines

Software as a Service (SaaS) is an increasingly popular business model for independent software vendors (ISVs), including benefits such as a pay-as-you-go pricing model, scalability, and availability. SaaS services can be built by using numerous architectural models. The silo model provides each tenant with dedicated resources and a shared-nothing architecture. Silo deployments also provide isolation […]

Align with best practices while creating infrastructure using CDK Aspects

Organizations implement compliance rules for cloud infrastructure to ensure that they run the applications according to their best practices. They utilize AWS Config to determine overall compliance against the configurations specified in their internal guidelines. This is determined after the creation of cloud resources in their AWS account. This post will demonstrate how to use […]

Target cross-platform Go builds with AWS CodeBuild Batch builds

Many different operating systems and architectures could end up as the destination for our applications. By using a AWS CodeBuild batch build, we can run builds for a Go application targeted at multiple platforms concurrently. Cross-compiling Go binaries for different platforms is as simple as setting two environment variables $GOOS and $GOARCH, regardless of the […]

Building an InnerSource ecosystem using AWS DevOps tools

InnerSource is the term for the emerging practice of organizations adopting the open source methodology, albeit to develop proprietary software. This blog discusses the building of a model InnerSource ecosystem that leverages multiple AWS services, such as CodeBuild, CodeCommit, CodePipeline, CodeArtifact, and CodeGuru, along with other AWS services and open source tools.

Orchestrate Jenkins Workloads using Dynamic Pod Autoscaling with Amazon EKS

This blog post will demonstrate how to leverage Jenkins with Amazon Elastic Kubernetes Service (EKS) by running a Jenkins Manager within an EKS pod. In doing so, we can run Jenkins workloads by allowing Amazon EKS to spawn dynamic Jenkins Agent(s) in order to perform application and infrastructure deployment. Traditionally, customers will setup a Jenkins Manager-Agent […]

CDK Corner – August 2021

We’re now well into the dog days of summer but that hasn’t slowed down the community one bit. In the past few months the team has delivered 3 big features that I think the community will love. The biggest new feature is the Construct Hub Developer Preview. Alex Pulver describes it as “a one-stop destination […]

Lambda-docker-images-DevOps-Architecture

Using AWS CodePipeline for deploying container images to AWS Lambda Functions

AWS Lambda launched support for packaging and deploying functions as container images at re:Invent 2020. In the post working with Lambda layers and extensions in container images, we demonstrated packaging Lambda Functions with layers while using container images. This post will teach you to use AWS CodePipeline to deploy docker images for microservices architecture involving […]