Best DevOps Software for Linux

ClearML is the leading open source MLOps and AI platform that helps data science, ML engineering, and DevOps teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end MLOps suite enables users and customers to focus on developing their ML code and automation. ClearML is used by more than 1,300 enterprise customers to develop a highly repeatable process for their end-to-end AI model lifecycle, from product feature exploration to model deployment and monitoring in production. Use all of our modules for a complete ecosystem or plug in and play with the tools you have. ClearML is trusted by more than 150,000 forward-thinking Data Scientists, Data Engineers, ML Engineers, DevOps, Product Managers and business unit decision makers at leading Fortune 500 companies, enterprises, academia, and innovative start-ups worldwide within industries such as gaming, biotech , defense, healthcare, CPG, retail, financial services, among others.

Edge Delta is a new way to do observability that helps developers and operations teams monitor datasets and create telemetry pipelines. We process your log data as it's created and give you the freedom to route it anywhere. Our primary differentiator is our distributed architecture. We are the only observability provider that pushes data processing upstream to the infrastructure level, enabling users to process their logs and metrics as soon as they’re created at the source. We combine our distributed approach with a column-oriented backend to help users store and analyze massive data volumes without impacting performance or cost. By using Edge Delta, customers can reduce observability costs without sacrificing visibility. Additionally, they can surface insights and trigger alerts before data leaves their environment.

Faros AI connects the dots between your engineering data sources – ticketing, source control, CI/CD, and more – giving unprecedented visibility and insight into your engineering processes. Be amazed at what you can achieve with Faros AI. With Faros AI, engineering leaders can scale their operations in a more data-informed way — using data to identify bottlenecks, measure progress towards organizational goals, better support teams with the right resources, and accurately assess the impact of interventions over time. DORA Metrics come standard in Faros AI, and the platform is extensible to allow organizations to build their own custom dashboards and metrics so they can get deep insights into their engineering operations and take intelligent action in a data-driven manner. Leading organizations including Box, Coursera, GoFundMe, Astronomer, Salesforce, etc. trust Faros AI as their engops platform of choice.

RPA software robots work with the company's pre-existing systems, boosting productivity, accelerating decision making and lowering the error rate. This facilitates the expansion of companies that delegate manual and repetitive tasks to robots. It is the way to automate processes in companies technologically, a true digital transformation. TheEye is distinguished by its flexibility and ability to integrate workflows without changing policies. In addition, as a technological bridge, it allows you to centralize and communicate all your new and old systems, without incurring expensive licenses from a single place. Once implemented, the robots are integrated with their work team through TheEye and they begin to take care of the tasks that nobody wants to do without rest or mistakes and without losing a lot of money, freeing up talent to align with the business and increase added value.

Revolte is a NoOps, unified developer-first cloud platform that streamlines deployment, automates operations, and secures infrastructure—eliminating the need for deep DevOps expertise while reducing operational costs. Designed to provide a seamless, fully managed experience, Revolte takes full ownership of the underlying infrastructure, ensuring developers can focus solely on building without the complexities of cloud management. Unlike traditional multi-cloud platforms, Revolte operates on dedicated bare-metal infrastructure , delivering high performance, predictable costs, and a cloud-like experience without virtualization overhead. With AI-powered PR automation, one-click deployments, a simple CLI to reduce tool sprawl, and integrated Zero Trust security.

Kubiya is an AI-powered internal developer platform that leverages conversational AI to streamline DevOps processes. By integrating with existing tools and platforms, Kubiya enables developers to interact with their systems using natural language, reducing the time-to-automation and enhancing productivity. The platform offers AI teammates capable of handling routine tasks such as managing Jira queues, provisioning infrastructure, and enforcing just-in-time cloud permissions, allowing engineering teams to focus on higher-value activities. Kubiya's agentic-native design ensures predictable and secure operations, with enterprise-grade security measures and compliance with organizational policies. The platform integrates seamlessly into communication workflows, supporting tools like Slack and Microsoft Teams, to provide a conversational interface for task delegation and automation.