Amazon EC2 vs Skaffold

Amazon EC2 provides resizable, secure compute capacity as virtual servers in the cloud. It offers over 1,000 instance types across Intel, AMD, and Arm processors for workloads including web and enterprise applications, high-performance computing, machine learning, SAP, Windows, and macOS. EC2 Auto Scaling can add or remove instances under dynamic or predictive policies. Instances can use persistent block storage through Amazon EBS and shared file storage through Amazon EFS; the service also provides a Query API and AWS SDKs. AWS says its Nitro System moves virtualization functions to dedicated hardware and isolates customer workloads. EC2 appears in AWS’s compliance program scope, though customers remain responsible for applicable compliance requirements. AWS states a 99.99% availability SLA commitment for each Region. Billing is per instance-hour or per second depending on instance type and operating system; eligible per-second use has a 60-second minimum. New AWS customers can receive up to $200 in credits, and the free plan lasts six months after account creation. The T4g free trial has monthly hour limits and surplus CPU credits can incur charges.

Skaffold is Google’s open-source project for building, pushing and deploying applications. It runs client-side and has no component installed on a cluster. In development mode, it watches source files and can rebuild images, synchronize files, test images and redeploy when changes are detected. Its command-line interface can build, test, render, apply, deploy and clean application artifacts. Listed capabilities include policy-based image tagging, resource port-forwarding, logging and file syncing. Builder integrations include Docker, Jib, Bazel, custom builders, Buildpacks and ko. Deployment options include kubectl, kpt, Helm, Docker, Google Cloud Run, Kustomize and Render. Cloud Code provides extensions for Visual Studio Code and JetBrains IDEs. Skaffold supports Linux, macOS and Windows and is listed at free as an open-source project with standalone CLI and IDE integrations. It checks Google servers for updates by default, although that check can be disabled. Installation documentation says anonymized usage data is collected with an opt-out. Its gRPC server is not compatible with HTTPS.