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. It also provides building blocks and describe customizations for a CI/CD pipeline.
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Skaffold is client-side only. With no on-cluster component, there is no overhead or maintenance burden to your cluster. Skaffold has many essential features for Kubernetes-native development, including policy-based image tagging, resource port-forwarding and logging, file syncing, and much 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. It also provides building blocks and describe customizations for a CI/CD pipeline.

Skaffold - Local Kubernetes Development

Argo has set of open source tools for Kubernetes to run workflows, manage clusters, and do GitOps right. 
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<ul><li>Argo Workflows is an open source container-native workflow engine for orchestrating parallel jobs on Kubernetes. Argo Workflows is implemented as a Kubernetes CRD (Custom Resource Definition)</li><li>Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes</li><li>Argo Events is an event-driven workflow automation framework for Kubernetes. It allows you to trigger 10 different actions (such as the creation of Kubernetes objects, invoke workflows or serverless workloads) on over 20 different events (such as webhook, S3 drop, cron schedule, messaging queues - e.g. Kafka, GCP PubSub, SNS, SQS)</li><li>Argo Rollouts is a Kubernetes controller and set of CRDs which provide advanced deployment capabilities such as blue-green, canary, canary analysis, experimentation, and progressive delivery features to Kubernetes</li></ul>

Argo has set of open source tools for Kubernetes to run workflows, manage clusters, and do GitOps right. 

Argo Project - Get stuff done with Kubernetes

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<p dir="auto">JReleaser is a release automation tool for Java and non-Java projects (Rust, Elixir, C#, etc). Its goal is to simplify creating releases and publishing artifacts to multiple package managers while providing customizable options. </p>
<ul>
<li dir="auto">&nbsp;Calculate checksums for all input files.&nbsp;</li>
<li dir="auto">&nbsp;Create package descriptors for Homebrew, Snapcraft, JBang, Chocolatey, Scoop and more.&nbsp;</li>
<li dir="auto">&nbsp;Publish packages to their respective destinations and stores.&nbsp;</li>
<li dir="auto">&nbsp;Sign all input files with PGP.&nbsp;</li>
<li dir="auto">&nbsp;Tag and release to popular git services such as GitHub, GitLab, and Gitea.&nbsp;</li>
<li dir="auto">&nbsp;Releases are automatically tagged. A changelog is generated with all commits since the last tag. All artifacts are uploaded</li>
</ul>
</div>

JReleaser - The quick and effortless way to release your project

The Database Lab Engine is an open-source experimentation platform for PostgreSQL databases. Instantly create full-size clones of your production database and use them to test your database migrations, optimize SQL, or deploy full-size staging apps.
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Thin cloning is possible due to <a href="https://en.wikipedia.org/wiki/Copy-on-write" target="_blank" rel="noopener noreferrer">copy-on-write</a>&nbsp;capabilities provided by either&nbsp;<a href="https://en.wikipedia.org/wiki/ZFS" target="_blank" rel="noopener noreferrer">ZFS filesystem</a>&nbsp;or&nbsp;<a href="https://en.wikipedia.org/wiki/Logical_Volume_Manager_(Linux)" target="_blank" rel="noopener noreferrer">LVM2</a>. As an example, cloning of 10 TiB PostgreSQL database takes less than 2 seconds when a single user is using the Database Lab Engine instance, and up to 30 seconds when 15 users are working with it at the same time. 

The Database Lab Engine is an open-source experimentation platform for PostgreSQL databases. Instantly create full-size clones of your production database and use them to test your database migrations, optimize SQL, or deploy full-size staging apps.

Database Lab Engine - Thin database clones for faster development

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Skaffold - Local Kubernetes Development

Argo Project - Get stuff done with Kubernetes

JReleaser - The quick and effortless way to release your project

Database Lab Engine - Thin database clones for faster development

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Skaffold - Local Kubernetes Development

Argo Project - Get stuff done with Kubernetes

JReleaser - The quick and effortless way to release your project

Database Lab Engine - Thin database clones for faster development

TechStack

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