In cloud developer circles, GitLab is a popular DevOps lifecycle tool. It lets you do everything from project planning and version control to CI/CD pipelines and monitoring, all in a single interface so different functional teams can collaborate. In particular, its Auto DevOps feature detects the language your app is written in and automatically builds your CI/CD pipelines for you.
Source: googleblog.com
To proactively manage our traffic loads based on the criticality of requests, we built QoS Aware Load Management (QALM), a dynamic load shedding framework for incoming requests based on criticality. When the service degrades due to traffic overload, resource exhaustion, or dependency failure, QALM prioritizes server resources for more critical requests and sheds less critical ones. Our goal with QALM is to reduce the frequency and severity of any outages or incidents, leading to more reliable user experiences across our business.
Read More
Skaffold is a command line tool that facilitates continuous development for Kubernetes applications. You can iterate on your application source code locally then deploy to local or remote Kubernetes clusters. Skaffold handles the workflow for building, pushing and deploying your application.
Read More