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About

The CLI tool gluing Git, Docker, Helm & Kubernetes with any CI system to implement CI/CD and Giterminism. Establish and benefit from efficient, robust, and integrated CI/CD pipelines on top of proven technologies. With Werf, it’s easy to start, apply best practices, and avoid reinventing the wheel. Werf not only builds & deploys but also continuously syncs the current Kubernetes state with changes made in Git. Werf introduces Giterminism, use git as a single source of truth, and make the entire delivery pipeline deterministic and idempotent. Werf supports 2 ways to deploy an application. converge application from git commit into the Kubernetes, publish application from git commit into the container registry as a bundle, then deploy bundle into the Kubernetes. Werf just works out of the box with a minimal configuration. You don't even need to be a DevOps/SRE engineer to use werf. Many guides are provided to quickly deploy your app into Kubernetes.

About

dstack is an orchestration layer designed for modern ML teams, providing a unified control plane for development, training, and inference on GPUs across cloud, Kubernetes, or on-prem environments. By simplifying cluster management and workload scheduling, it eliminates the complexity of Helm charts and Kubernetes operators. The platform supports both cloud-native and on-prem clusters, with quick connections via Kubernetes or SSH fleets. Developers can spin up containerized environments that link directly to their IDEs, streamlining the machine learning workflow from prototyping to deployment. dstack also enables seamless scaling from single-node experiments to distributed training while optimizing GPU usage and costs. With secure, auto-scaling endpoints compatible with OpenAI standards, it empowers teams to deploy models quickly and reliably.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and teams seeking a solution to build and deploy applications while managing continuous synchronization

Audience

Machine learning teams and enterprises seeking a unified, cost-efficient orchestration layer to manage GPU-based development, training, and inference across cloud, Kubernetes, and on-prem environments

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Werf
United States
werf.io

Company Information

dstack
Founded: 2022
Germany
dstack.ai/

Alternatives

Alternatives

Azure Pipelines

Azure Pipelines

Microsoft
k0rdent

k0rdent

Mirantis

Categories

Categories

AI Control Planes Supported
AI Development Supported

Integrations

Amazon Web Services (AWS) Not Supported
CircleCI Supported
Docker Supported
Git Supported
GitHub Supported
Google Cloud Platform Not Supported
Helm Supported
Jenkins Supported
Kubernetes Supported
Microsoft Azure Not Supported
Python Not Supported

Integrations

Amazon Web Services (AWS) Supported
CircleCI Not Supported
Docker Not Supported
Git Not Supported
GitHub Not Supported
Google Cloud Platform Supported
Helm Not Supported
Jenkins Not Supported
Kubernetes Not Supported
Microsoft Azure Supported
Python Supported
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