When you’re just prototyping a machine learning (ML) model in a notebook, it can seem fairly straightforward. But when you need to start paying attention to the other pieces required to make a ML workflow sustainable and scalable, things become Read more…
With Kubernetes becoming the de facto standard for container orchestration, many development teams are looking to build, test, and deploy code quickly in a frictionless manner to Kubernetes. Traditional continuous integration and continuous delivery (CI/CD) tools not designed for cloud-native Read more…
AWS Step Functions allow users to easily create workflows that are highly available, serverless, and intuitive. Step Functions natively integrate with a variety of AWS services including, but not limited to, AWS Lambda, AWS Batch, AWS Fargate, and Amazon SageMaker. Read more…
Google started the open-source Kubeflow Project with the goal of making Kubernetes the best way to run machine learning (ML) workloads in production. Today, Kubeflow 1.0 was released. Kubeflow helps companies standardize on a common infrastructure across software development and Read more…
The majority of companies have embraced open-source software (OSS) at an accelerated rate even when building proprietary applications. Some of the obvious benefits for this shift include transparency, cost, flexibility, and a faster time to market. Snyk’s unique combination of Read more…
Amazon CodeGuru is a machine learning-based service released during re:Invent 2019 for automated code reviews and application performance recommendations. CodeGuru equips the development teams with the tools to maintain a high bar for coding standards in their software development process. Read more…
When migrating applications from a development account to a testing or production account, customers often find that AWS IAM policies or Service Control Policies (SCP) for their applications need significant modification to allow the application to deploy and function correctly. Read more…
Kubernetes is the de facto standard for managing containerized applications, but developers and app operators often struggle with end-to-end Kubernetes lifecycle management—things like authoring, releasing and managing Kubernetes applications. To simplify the management of application lifecycle and configuration, today we Read more…
From vulnerabilities to cryptojacking to well, more cryptojacking, there were plenty of security events to keep container users on their toes throughout 2019. With Kubernetes being used to manage most container-based environments (and increasingly hybrid ones too), it’s no surprise Read more…
This blog post discusses benefits of using AWS Elastic Beanstalk as a business application modernization tool, and walks you through how to use the new Windows Web Application Migration Assistant. Businesses and organizations in all types of industries are migrating Read more…