Top JFrog Artifactory Alternatives

At Massdriver, our philosophy centers around prevention rather than permission, allowing operations teams to encode their knowledge and the organization's essential requirements into pre-approved infrastructure modules via user-friendly Infrastructure as Code (IaC) tools such as Terraform, Helm, or OpenTofu. Each module integrates policy, security, and cost controls, effectively transforming unrefined configurations into operational software components that facilitate seamless multi-cloud deployments across platforms like AWS, Azure, GCP, and Kubernetes. By consolidating provisioning, secrets management, and role-based access control (RBAC), Massdriver minimizes operational overhead and simultaneously empowers developers to visualize and deploy resources without delays or obstacles. Our integrated monitoring, alerting, and metrics retention capabilities enhance system reliability, reducing downtime and speeding up incident resolution, which ultimately boosts return on investment through early issue identification and optimized expenditure. Say goodbye to the complexities of fragile pipelines—our ephemeral CI/CD automatically initiates based on the specific tools utilized in each module. Experience accelerated and secure scaling with no limits on projects or cloud accounts while maintaining compliance throughout the entire process. Massdriver—where speed is the default setting and safety is a fundamental design principle, ensuring your operations run smoothly and efficiently.

GitLab serves as a comprehensive DevOps platform that provides an all-in-one CI/CD toolchain, simplifying the workflow for teams. With a singular interface, unified conversations, and a consistent permission model, GitLab transforms collaboration among Security, Development, and Operations teams within a single application. This integration leads to significant reductions in development time and costs, minimizes application vulnerabilities, and accelerates software delivery processes. Furthermore, it enhances developer productivity by facilitating source code management that promotes collaboration, sharing, and coordination among the entire software development team. To expedite software delivery, GitLab enables efficient tracking and merging of branches, auditing of changes, and supports concurrent work efforts. Teams can review code, engage in discussions, share knowledge, and pinpoint defects, even in distributed settings, through asynchronous review processes. Additionally, the platform automates and tracks code reviews, generating reports that enhance transparency and continuous improvement in the development cycle. By offering these robust features, GitLab not only streamlines operations but also fosters a culture of collaboration and efficiency within development teams.

8gears Container Registry is a container registry service built on Harbor, managed and provided by the project's maintainers and contributors, ensuring reliable and efficient storage for container images. This service aims to simplify the process of managing container images for users while maintaining high standards of security and accessibility.

Portainer Business simplifies the management of containers across various environments, from data centers to edge locations, and is compatible with Docker, Swarm, and Kubernetes, earning the trust of over 500,000 users. Its user-friendly graphical interface and robust Kube-compatible API empower anyone to easily deploy and manage containerized applications, troubleshoot container issues, establish automated Git workflows, and create user-friendly CaaS environments. The platform is compatible with all Kubernetes distributions and can be deployed either on-premises or in the cloud, making it ideal for collaborative settings with multiple users and clusters. Designed with a suite of security features, including RBAC, OAuth integration, and comprehensive logging, it is well-suited for large-scale, complex production environments. For platform managers aiming to provide a self-service CaaS environment, Portainer offers a range of tools to regulate user permissions effectively and mitigate risks associated with container deployment in production. Additionally, Portainer Business comes with full support and a detailed onboarding process that ensures seamless implementation and fast-tracks your operational readiness. This commitment to user experience and security makes it a preferred choice for organizations looking to streamline their container management.

Cloudsmith serves as a central hub for software management. We assist organizations in effectively overseeing their software dependencies, deployment, and distribution, ensuring a secure software supply chain. Our platform enables teams to enhance software delivery, making the process faster and more secure, while alleviating concerns related to asset type management. This approach promotes scalability and cost-effectiveness. With Cloudsmith, companies can manage their software seamlessly from its origin to final delivery, guaranteeing utmost trust, control, and security throughout the entire process. Embrace a future where software management is streamlined and efficient.

Docker simplifies complex configuration tasks and is employed throughout the entire software development lifecycle, enabling rapid, straightforward, and portable application development on desktop and cloud environments. This comprehensive platform offers various features, including user interfaces, command-line utilities, application programming interfaces, and integrated security, which all work harmoniously to enhance the application delivery process. You can kickstart your programming projects by leveraging Docker images to create unique applications compatible with both Windows and Mac operating systems. With the capabilities of Docker Compose, constructing multi-container applications becomes a breeze. In addition, Docker seamlessly integrates with familiar tools in your development toolkit, such as Visual Studio Code, CircleCI, and GitHub, enhancing your workflow. You can easily package your applications into portable container images, guaranteeing consistent performance across diverse environments, whether on on-premises Kubernetes or cloud services like AWS ECS, Azure ACI, or Google GKE. Furthermore, Docker provides access to a rich repository of trusted assets, including official images and those from verified vendors, ensuring that your application development is both reliable and high-quality. Its adaptability and integration capabilities position Docker as an essential tool for developers striving to boost their productivity and streamline their processes, making it indispensable in modern software development. This ensures that developers can focus more on innovation and less on configuration management.

Public container registries are accessible to everyone, while numerous private registries are typically hosted on cloud platforms provided by various vendors. In contrast, Mirantis Secure Registry can be deployed wherever you require it—directly on your own clusters—thus granting you greater control over your container management. Mirantis Secure Registry serves as a robust enterprise-level container registry that seamlessly integrates with standard Kubernetes distributions, forming the backbone of a secure software supply chain. With role-based access control, you can connect to internal user directories to enforce detailed access policies, ensuring that multiple repositories are synchronized to maintain clear distinctions between development and production environments. Image scanning capabilities allow for constant monitoring of images at the binary level, cross-referencing them with an up-to-date database of CVE vulnerabilities to enhance security. Through image signing, developers and continuous integration tools can digitally authenticate the contents and publishers of images, enabling downstream users and automation systems to verify the legitimacy of images before deployment. The caching and mirroring features ensure that container image repositories are duplicated and stored, helping to eliminate network congestion and making images readily available for distributed teams across various locations and production scenarios. Moreover, the image lifecycle management aspect facilitates the automatic cleanup of images according to defined policy controls, streamlining operational efficiency. These features combined ensure that your container management remains secure, efficient, and under your control.

MyGet serves as a robust Universal Package Manager that ensures the security and governance of all packages throughout your DevOps lifecycle. Trusted by numerous teams globally, it facilitates effective package management while offering strong security measures and seamless continuous integration build services, enabling your software team to work more efficiently. By integrating with your existing source code ecosystem, MyGet allows for comprehensive package administration, ensuring streamlined operations. Its centralized package management contributes to consistency and governance within your DevOps process. Additionally, MyGet features real-time software license detection, which actively monitors package usage and identifies dependencies among all packages in use. This proactive approach guarantees that your teams utilize only approved packages, while also enabling early detection of vulnerabilities and outdated packages during the software development and release processes. Ultimately, MyGet empowers your organization to maintain a secure and efficient development environment.

Gitea is a seamless self-hosted software development platform that encompasses Git hosting, code reviews, team collaboration, package registry, and CI/CD capabilities. Developed using the Go programming language, it is distributed under the MIT license. This versatile tool is compatible with any system where Go can compile, including Windows, macOS, Linux, and ARM architectures, and it conveniently supports Docker deployment as well. With minimal resource requirements, Gitea ensures exceptional speed and a user-friendly experience, making it an optimal choice for teams of all sizes. Its efficiency and adaptability contribute to a streamlined workflow in software development projects.

Harbor is an open-source container registry designed with an emphasis on security and compliance, going beyond the standard capabilities of a Docker registry by incorporating advanced features such as: Vulnerability Scanning: Evaluates images for known security flaws prior to deployment. Role-Based Access Control: Regulates who can access and alter images according to assigned roles and permissions. Image Signing: Utilizes digital signatures to verify the authenticity of images and prevent unauthorized alterations. Replication: Facilitates the synchronization of images across various Harbor instances for enhanced disaster recovery or distributed deployment. While Harbor is not a cure-all for every container security issue, it plays a vital role in safeguarding images against vulnerabilities and ensuring they are utilized in a regulated manner. Its robust features are especially valuable for organizations that must adhere to stringent security and compliance standards, making it a key tool in the container security landscape.

SonarQube Server functions as a self-managed platform for continuous code quality evaluation, empowering development teams to identify and resolve bugs, security vulnerabilities, and code deficiencies instantly. It offers automated static analysis for various programming languages, ensuring rigorous adherence to quality and security benchmarks throughout the software development lifecycle. Moreover, SonarQube Server seamlessly integrates with existing CI/CD processes, accommodating both on-premise and cloud-based installations. With its advanced reporting features, it aids teams in tackling technical debt, tracking progress, and upholding coding standards. This tool is especially beneficial for organizations that seek thorough oversight of their code quality and security while sustaining optimal performance. In addition, SonarQube promotes a culture of ongoing enhancement within development teams, motivating them to take proactive steps toward improving code reliability over time. Ultimately, the platform not only enhances code quality but also strengthens team collaboration and accountability in software development projects.

This fully automated DevOps platform is crafted for the effortless distribution of dependable software releases from the development phase straight to production. It accelerates the initiation of DevOps projects by overseeing user management, resource allocation, and permissions, ultimately boosting deployment speed. With the ability to promptly identify open-source vulnerabilities and uphold licensing compliance, you can confidently roll out updates. Ensure continuous operations across your DevOps workflow with High Availability and active/active clustering solutions specifically designed for enterprises. The platform allows for smooth management of your DevOps environment through both built-in native integrations and those offered by external providers. Tailored for enterprise needs, it provides diverse deployment options—on-premises, cloud, multi-cloud, or hybrid—that can adapt and scale with your organization. Additionally, it significantly improves the efficiency, reliability, and security of software updates and device management for large-scale IoT applications. You can kickstart new DevOps initiatives in just minutes, effortlessly incorporating team members, managing resources, and setting storage limits, which fosters rapid coding and collaboration. This all-encompassing platform removes the barriers of traditional deployment issues, allowing your team to concentrate on driving innovation forward. Ultimately, it serves as a catalyst for transformative growth within your organization’s software development lifecycle.

RepoFlow revolutionizes package management by delivering a straightforward and efficient approach to the process. Its main objective is to simplify your development workflow, enabling a seamless experience when discovering, utilizing, and overseeing software packages. Whether you are an independent developer or part of a larger team, RepoFlow provides you with vital tools that facilitate smarter and faster productivity. What sets RepoFlow apart? • Intuitive and Accessible Designed specifically for developers, RepoFlow boasts a clean and user-friendly interface. You can quickly find the packages you require, examine their details, and access ReadMe files with minimal hassle. • Efficient Search Functionality Easily manage countless packages with a powerful search feature that swiftly pinpoints the exact package you need, allowing for filtering by repository, version, or other relevant metadata. • Extensive Package Details In just a few clicks, users can view ReadMe files, installation guides, and other essential package information. RepoFlow emphasizes making crucial details easily accessible, ultimately conserving your precious time. Moreover, with its regular updates, RepoFlow ensures you remain informed about the most recent package versions and features, significantly enhancing your overall development experience. Additionally, the platform fosters collaboration among team members, making it easier to share insights and resources effectively.

Sonatype Nexus Repository serves as a vital resource for overseeing open-source dependencies and software artifacts within contemporary development settings. Its compatibility with various packaging formats and integration with widely-used CI/CD tools facilitates smooth development processes. Nexus Repository boasts significant features such as secure management of open-source components, robust availability, and scalability for deployments in both cloud and on-premise environments. This platform empowers teams to automate workflows, monitor dependencies, and uphold stringent security protocols, thereby promoting efficient software delivery and adherence to compliance requirements throughout every phase of the software development life cycle. Additionally, its user-friendly interface enhances collaboration among team members, making it easier to manage artifacts effectively.

Harness is the world’s first AI-native software delivery platform designed to revolutionize the way engineering teams build, test, deploy, and manage applications with greater speed, quality, and security. By fully automating continuous integration, continuous delivery, and GitOps pipelines, Harness eliminates bottlenecks and manual interventions, enabling organizations to achieve up to 50x faster deployments and significant reductions in downtime. The platform simplifies infrastructure as code management, database DevOps, and artifact registry handling while fostering collaboration and reducing errors through automation. Harness’s AI-powered capabilities include self-healing test automation, chaos engineering with over 225 built-in experiments, and AI-driven incident triage for faster resolution and increased reliability. Feature management tools allow teams to deploy software confidently with feature flags and experimentation at scale. Security is deeply embedded with continuous vulnerability scanning, runtime protection, and supply chain governance, ensuring compliance without slowing delivery. Harness also offers intelligent cloud cost management that can reduce spending by up to 70%. The internal developer portal accelerates onboarding, while cloud development environments provide secure, pre-configured workspaces. With extensive integrations, developer resources, and customer success stories from companies like Citi, Ulta Beauty, and Ancestry, Harness is trusted to drive engineering excellence. Overall, Harness unifies AI and DevOps into a seamless platform that empowers teams to innovate faster and deliver with confidence.

Buildstash is a comprehensive build artifact management platform that revolutionizes how software development teams handle build storage, organization, and release distribution. It automates the archival of binaries through integrations with local development environments and continuous integration systems, providing a centralized repository for builds across multiple platforms including mobile apps, desktop software, games, XR, and embedded systems. The platform eliminates the common problem of disorganized shared folders by offering powerful filtering options and grouping capabilities, allowing teams to create detailed releases with changelogs and notes. Buildstash enhances traceability by linking every build to its exact source code repository, branch, and commit, as well as related Jira or Linear issues for seamless issue tracking. Its secure sharing features include one-click password-protected links, private branded portals for clients or testers, and public download pages for broader distribution. The platform supports workflow customization tailored to mobile teams, game developers, client agencies, and XR projects. Future updates promise one-click deployment to storefronts, further simplifying the distribution pipeline. Buildstash addresses the chaos often seen in software workflows where teams rely on Slack or Google Drive to track and share builds, bringing structure and collaboration to the entire build-to-release process. With Buildstash, teams gain complete visibility, reduce errors, and speed up their software delivery cycles. Trusted by developers worldwide, Buildstash is the ideal tool for teams seeking a modern, integrated approach to build management.

Elevate your CI/CD workflows by effortlessly integrating a thorough package management system with a simple click. You can easily generate and distribute feeds for Maven, npm, NuGet, and Python packages sourced from both public and private repositories, suitable for teams of any size. This innovative platform not only supports seamless code sharing within small teams but also enhances collaboration across large organizations. Experience universal artifact management specifically designed for Maven, npm, NuGet, and Python, allowing you to share packages while benefiting from integrated features for CI/CD, versioning, and testing. By unifying Maven, npm, NuGet, and Python packages in a single repository, you can streamline code sharing effectively. There’s no need to store binaries in Git; instead, you can make use of Universal Packages for efficient storage solutions. Moreover, you can protect every public source package you rely on, including those from npmjs and nuget.org, within a secure feed exclusively under your control, all supported by the resilient Azure SLA tailored for enterprises. This comprehensive strategy not only simplifies the development process but also fosters enhanced teamwork, making it an indispensable asset in contemporary software development methodologies. The integration of these capabilities ultimately leads to a more efficient workflow and maximizes productivity across the board.

OneDev is an all-encompassing, open-source DevOps platform that integrates Git repository management, CI/CD pipelines, issue tracking, kanban boards, and package registries into one cohesive interface. Users can effortlessly create CI/CD jobs utilizing a simple GUI that includes features such as typed parameters, matrix jobs, logic reuse, and efficient cache management. The platform includes built-in registries for multiple package types, such as Docker, NPM, Maven, NuGet, and PyPi, which streamlines the process of package management. Moreover, OneDev facilitates agile methodologies by enabling iterative and progressive issue tracking through defined iterations. With its integrated tools for code search and navigation, alongside Renovate for automatic dependency updates, OneDev enhances the overall development workflow. Its RESTful API adds another layer of flexibility, accommodating a variety of applications. Designed for easy installation and maintenance, OneDev ensures high performance and scalability, catering to the needs of different development teams. The active involvement of a diverse community in its ongoing development emphasizes its dedication to continuous improvement and robust user support. This collaborative effort also fosters an environment where users can contribute their feedback and suggestions, further shaping the tool’s evolution.

CloudRepo provides an all-inclusive platform for managing private repositories that are entirely cloud-based. It enables developers to safely store and access both Public and Private repositories for Maven and Python within a secure cloud environment. By spreading your Maven repositories across multiple physical servers, CloudRepo effectively reduces the chances of data loss and lessens potential downtime that may arise from hardware failures. This service simplifies the oversight of insecure and at-risk Maven repositories, allowing teams to focus their efforts on development rather than maintenance. Once your projects are finished, take advantage of the Software Distribution feature to share your repositories efficiently with the desired audience. These functionalities not only enhance security but also significantly boost productivity in your workflow. As a result, teams can achieve their objectives more effectively and with greater confidence in their repository management.

Artifact Registry is Google Cloud's all-encompassing and fully managed offering designed for the storage of packages and containers, prioritizing effective artifact management and dependency monitoring. It serves as a centralized hub for a variety of artifacts, such as container images (Docker/OCI), Helm charts, and language-specific packages like Java/Maven, Node.js/npm, and Python, providing operations that are quick, scalable, reliable, and secure, bolstered by integrated vulnerability scanning and IAM-based access control. The platform seamlessly integrates with Google Cloud's CI/CD tools, which encompass Cloud Build, Cloud Run, GKE, Compute Engine, and App Engine, while also facilitating the establishment of regional and virtual repositories equipped with robust security measures through VPC Service Controls and customer-managed encryption keys. Developers benefit from the standardized support of the Docker Registry API, complemented by comprehensive REST/RPC interfaces and migration options from Container Registry. Additionally, users can rely on continually updated documentation that addresses crucial subjects such as quickstart guides, repository management, access configuration, observability tools, and in-depth instructional content, ensuring that they have all necessary information to enhance their experience. This extensive support framework not only promotes effective artifact management but also significantly aids developers in optimizing their workflows and increasing productivity. The combination of these features positions Artifact Registry as a vital resource for teams looking to enhance their software development processes on Google Cloud.

Facilitate the creation, storage, protection, inspection, copying, and management of container images and artifacts through a fully managed, geo-redundant OCI distribution instance. Effortlessly connect diverse environments, including Azure Kubernetes Service and Azure Red Hat OpenShift, along with various Azure services such as App Service, Machine Learning, and Batch. Thanks to the geo-replication feature, users can effectively manage a unified registry that operates across several regions. The OCI artifact repository supports the inclusion of helm charts, singularity compatibility, and new formats that adhere to OCI standards. Enhancing operational efficiency, automated workflows for building and updating containers—including base image revisions and scheduled tasks—are implemented. Comprehensive security measures are put in place, incorporating Azure Active Directory (Azure AD) authentication, role-based access control, Docker content trust, and integration with virtual networks. Azure Container Registry Tasks streamline the building, testing, pushing, and deploying of images to Azure, leading to a more efficient workflow. This holistic management strategy not only fosters improved collaboration but also significantly shortens the development lifecycle within cloud ecosystems, ultimately leading to faster project completions and greater innovation.

Discover the ultimate hybrid Docker and Helm registry solution with the JFrog Container Registry, crafted to enhance your Docker environment without limitations. As the top registry available, it supports Docker containers alongside Helm Chart repositories specifically designed for Kubernetes applications. This platform acts as a centralized hub for overseeing and structuring Docker images, effectively addressing challenges associated with Docker Hub's throttling and retention constraints. JFrog guarantees reliable, consistent, and efficient access to remote Docker container registries, integrating smoothly with your existing build systems. Regardless of your development and deployment methods, it meets both your current and future business requirements, supporting on-premises, self-hosted, hybrid, or multi-cloud configurations across major platforms such as AWS, Microsoft Azure, and Google Cloud. Building on the solid foundation of JFrog Artifactory’s renowned strength, stability, and durability, this registry streamlines the management and deployment of your Docker images, giving DevOps teams extensive authority over access permissions and governance. Furthermore, its resilient architecture is built for growth and adaptation, ensuring your organization remains competitive in a rapidly evolving technological landscape, while also providing tools for enhanced collaboration among development teams.

The Ozone platform enables businesses to efficiently and safely deploy contemporary applications. By streamlining DevOps tool management, Ozone simplifies the process of deploying applications on Kubernetes. It seamlessly integrates your current DevOps tools to enhance the automation of your application delivery workflow. With automated pipeline processes, deployments are expedited, and infrastructure management can be handled on-demand. Additionally, it enforces compliance policies and governance for large-scale app deployments to mitigate the risk of financial losses. This unified interface facilitates real-time collaboration among engineering, DevOps, and security teams during application releases, fostering a more cohesive workflow. Embracing this platform can significantly improve overall operational efficiency and enhance productivity across various teams.

The command-line interface tool seamlessly combines Git, Docker, Helm, and Kubernetes with any continuous integration system, thereby streamlining CI/CD processes and embracing the concept of Giterminism. By utilizing proven technologies, it enables the creation of efficient, dependable, and unified CI/CD pipelines. Werf makes it easy to begin the journey, empowering users to adopt best practices without the hassle of starting from zero. In addition to building and deploying applications, Werf guarantees that the existing state of Kubernetes remains in sync with any updates made in Git, ensuring a smooth workflow. This tool leads the way in Giterminism, establishing Git as the ultimate source of truth, which fosters a delivery process that is both predictable and repeatable. With Werf, users can choose between two deployment methods: they can either bring the application directly from a Git commit into Kubernetes or first package the application as a bundle in a container registry before deploying it to Kubernetes. The configuration for Werf is simple and requires very little setup, making it user-friendly, even for individuals who lack extensive knowledge in DevOps or site reliability engineering. To enhance the user experience, a range of tutorials is available, allowing users to quickly and efficiently deploy their applications to Kubernetes, which ultimately supports a smoother integration process. This combination of features not only improves productivity but also encourages more developers to embrace modern deployment practices.

The Kubermatic Kubernetes Platform (KKP) accelerates the digital transformation journey for businesses by optimizing their cloud operations, no matter where they are located. With KKP, both operations and DevOps teams can effortlessly manage virtual machines and containerized workloads across a variety of environments, such as hybrid-cloud, multi-cloud, and edge setups, all via an intuitive self-service portal tailored for developers and operations alike. As an open-source solution, KKP enables the automation of numerous Kubernetes clusters across different contexts, guaranteeing exceptional density and robustness. This platform allows organizations to create and maintain a multi-cloud self-service Kubernetes environment with a quick time to market, which greatly boosts overall efficiency. Notably, developers and operations teams can launch clusters in less than three minutes on any infrastructure, driving swift innovation. Centralized management of workloads is available through a single dashboard, ensuring a coherent experience whether deployed in the cloud, on-premises, or at the edge. Moreover, KKP enhances the scalability of your cloud-native architecture while upholding enterprise-level governance, which is crucial for maintaining compliance and security throughout the entire infrastructure. This capability not only supports organizations in navigating the complexities of modern cloud environments but also reinforces their ability to stay agile and in control amidst the rapid changes of today's digital world.

Shoreline stands out as the sole cloud reliability platform that enables DevOps engineers to create automations in just minutes while permanently resolving issues. Its state-of-the-art "Operations at the Edge" architecture deploys efficient agents to run seamlessly in the background on every monitored host. These agents can function as a DaemonSet within Kubernetes or as an installed package on virtual machines (using apt or yum). Additionally, the Shoreline backend can either be hosted by Shoreline on AWS or set up in your own AWS virtual private cloud. With sophisticated tools designed for top-tier Site Reliability Engineers (SREs), along with Jupyter-style notebooks that cater to the wider team, troubleshooting and resolving issues becomes a straightforward task. The platform accelerates the automation creation process by an impressive 30 times, enabling operators to oversee their entire infrastructure as if it were a single entity. By handling the complex processes of establishing monitors and crafting repair scripts, Shoreline allows customers to focus on merely adjusting configurations to suit their specific environments. This comprehensive approach not only enhances efficiency but also empowers teams to maintain operational excellence with minimal effort.

CodeNOW serves as the ultimate DevOps platform for organizations aiming to achieve the speed, frequency, and dependability of leading digital companies, all while avoiding significant IT expenditures and maintaining focus on their primary business objectives. Recognized by Gartner as a DevOps Value Stream Delivery Platform (DevOps VSDP) and classified as mainstream in 2023, CodeNOW provides a comprehensive, cloud-native, and cloud-agnostic solution that encompasses the entire software delivery life cycle through the integration of 40 proven open-source tools, including Gitlab, Swagger, and Kubernetes, among others. Users of CodeNOW benefit from a platform as a service (PaaS) model that eliminates vendor lock-in and maintenance expenses, allowing them to maximize their existing team’s potential rather than hiring additional costly and scarce DevOps specialists. This abstraction and automation of infrastructure enable DevOps and operations teams to redirect their focus toward business and operational metrics, liberating them from mundane delivery tasks. As a result, development teams gain complete ownership of their software, managing everything from coding requirements to deployment and cloud operations, which enhances their job satisfaction and accelerates feedback loops, ultimately leading to a more streamlined workflow. Consequently, the platform not only empowers teams but also transforms their approach to software development and delivery, fostering a culture of innovation and responsiveness.

Gravity Cloud serves as an Internal Developer Platform, empowering engineering teams to efficiently operate and manage cloud resources at scale. This feature-rich platform offers comprehensive control and insight into Kubernetes and database management, while also incorporating essential functionalities such as RBAC and CI/CD integration, among others. Additionally, Gravity ensures full transparency regarding costs associated with any cloud operations. The IDP plays a crucial role throughout the engineering team's lifecycle, enhancing productivity and minimizing the total cost of ownership for tasks that are not core to development. Ultimately, Gravity's IDP is crafted to optimize the entire software lifecycle, ensuring teams can focus on innovation and efficiency. By streamlining processes, it enables engineers to dedicate more time to creating value-driven solutions.

Chef converts infrastructure into code, streamlining the process of building, deploying, and managing your infrastructure. This approach allows for modifications, testing, and repetition of infrastructure with the same ease as application code. Chef Infrastructure Management further enhances this by automating the management of infrastructure, ensuring that configurations are uniformly applied across all environments. With Chef Compliance, enterprises can effortlessly enforce and uphold compliance standards. Additionally, Chef App Delivery facilitates the consistent and scalable delivery of high-quality application results. Meanwhile, Chef Desktop empowers IT teams by automating the deployment, management, and ongoing compliance of IT resources, leading to increased efficiency and effectiveness in operations. This comprehensive suite of tools ultimately transforms how organizations handle their technology infrastructure.

dstack is a powerful orchestration platform that unifies GPU management for machine learning workflows across cloud, Kubernetes, and on-premise environments. Instead of requiring teams to manage complex Helm charts, Kubernetes operators, or manual infrastructure setups, dstack offers a simple declarative interface to handle clusters, tasks, and environments. It natively integrates with top GPU cloud providers for automated provisioning, while also supporting hybrid setups through Kubernetes and SSH fleets. Developers can easily spin up containerized dev environments that connect to local IDEs, allowing them to test, debug, and iterate faster. Scaling from small single-node experiments to large distributed training jobs is effortless, with dstack handling orchestration and ensuring optimal resource efficiency. Beyond training, it enables production deployment by turning any model into a secure, auto-scaling endpoint compatible with OpenAI APIs. The proprietary design ensures lower GPU costs and avoids vendor lock-in, making it attractive for teams balancing flexibility and scalability. Real-world users highlight how dstack accelerates workflows, reduces operational burdens, and improves access to affordable GPUs across multiple providers. Teams benefit from faster iteration cycles, improved collaboration, and simplified governance, especially in enterprise setups. With open-source availability, enterprise support, and quick setup, dstack empowers ML teams to focus on research and innovation rather than infrastructure complexity.