Nektos Act helps to run your GitHub Actions locally. ather than having to commit/push every time you want to test out the changes you are making to your .github/workflows/ files (or for any changes to embedded GitHub actions), you can use act to run the actions locally. The environment variables and filesystem are all configured to match what GitHub provide. With act, you can use the GitHub Actions defined in your .github/workflows/ to replace your Makefile!

Nektos Act - Run your GitHub Actions locally

Werft is a Kubernetes-native CI system. It knows no pipelines, just jobs and each job is a Kubernetes pod. Werft executes jobs that run your build or deployment. It does not prescribe how that build ought to be structured, or make assumptions about your deployment. At its core it starts, monitors and controls Kubernetes pods, effectively turning Kubernetes into your CI system.




Werft - Just Kubernetes Native CI

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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