CI/CD services such as AWS CodePipeline enable developers to automate and accelerate the process of building, testing, and deploying code. But with the speed, scale, and complexity of the modern software development life cycle, even small performance regressions or increases in failure rates in your CI system can quickly snowball, slowing or even halting releases and causing cost overruns.

Uncover how to reach Level 1 in S2C2F a framework for secure OSS consumption.

This tutorial guides you on how to use the Amazon SageMaker Orb to orchestrate model deployment to endpoints across different environments. It also shows how to use the CircleCI platform to monitor and manage promotions and rollbacks. It will use an example project repository to walk you through every step, from training a new model package version to deploying your model across multiple environments.

Software development begins with code, which is then integrated, compiled, tested, and in the end distributed to users. This is often the secret sauce of innovation that organizations must protect to keep their competitive edge. With the software application development market growing at almost 30% per year and the average project taking just 4-6 months to complete – and trending downwards – the result is more software to develop and constant pressure to release it as fast as possible.

Containers and Kubernetes has become the cornerstone of modern DevOps practices. As organizations strive for agility, scalability, and seamless collaboration between development and operations teams, the adoption of Containers and Kubernetes has emerged as a transformative force. This blog explores the pivotal role these technologies play in the DevOps journey, unlocking new possibilities and efficiencies for software delivery.