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Amazon Elastic Kubernetes Service (Amazon EKS) is well known in the Kubernetes community. But few realize that AWS engineers are closely involved and contributing upstream to Kubernetes and to many more cloud native open source projects. In the past year alone, AWS contributed significantly to…
Amazon DevOps Guru is a fully managed AIOps service that uses machine learning (ML) to quickly identify when applications are behaving outside of their normal operating patterns and generates insights from its findings. These insights generated by Amazon DevOps Guru can be used to alert…
Did you know you can use CloudFormation to manage third-party resources? The AWS CloudFormation Public Registry provides a searchable collection of CloudFormation extensions and makes it easy to discover and provision them in CloudFormation templates and AWS Cloud Development Kit (CDK) applications. In the past three months, we’ve added…
AWS CodeBuild is a fully managed continuous integration service that compiles source code, runs tests, and produces ready-to-deploy software packages. With CodeBuild, you don’t need to provision, manage, and scale your own build servers. You just specify the location of your source code and choose…
DevSecOps is the practice of integrating security testing at every stage of the software development process. Amazon CodeCatalyst includes tools that encourage collaboration between developers, security specialists, and operations teams to build software that is both efficient and secure. DevSecOps brings cultural transformation that makes…
In the last few years as companies have modernized their business applications, many have moved to microservices based architectures using containers on Kubernetes. A lot of the initial focus was on designing and building new cloud native architectures to support the applications. As environments have…
When building serverless event-driven applications using AWS Lambda, it is best practice to validate individual components. Unit testing can quickly identify and isolate issues in AWS Lambda function code. The techniques outlined in this blog demonstrates unit test techniques for Python-based AWS Lambda functions and…
Many organizations have adopted DevOps practices to streamline and automate software delivery and IT operations. A DevOps model can be adopted without sacrificing security by using automated compliance policies, fine-grained controls, and configuration management techniques. However, one of the key challenges customers face is analyzing…
FFmpeg is an industry standard, open source, widely used utility for handling video. FFmpeg has many capabilities, including encoding and decoding all video compression formats, encoding and decoding audio, encapsulating and extracting audio and video from transport streams, and much more. If AWS customers want…
Organizations that interface with online payments are continuously monitoring and guarding against fraudulent activity. Transactional fraud usually presents itself as discrete data points, making it challenging to identify multiple actors involved in the same group of transactions. Even a single actor operating over a period…