Best DevOps Software for Dash0

PagerDuty, Inc. (NYSE PD) is a leader for digital operations management. Organizations of all sizes rely on PagerDuty to deliver the best digital experience to their customers in an ever-on world. PagerDuty is used by teams to quickly identify and solve problems and to bring together the right people to prevent future ones. PagerDuty's 350+ integrations include Slack, Zoom and ServiceNow as well as Microsoft Teams, Salesforce and AWS. This allows teams to centralize their technology stack and get a holistic view on their operations. It also optimizes processes within their toolkits.

AWS is the leading provider of cloud computing, delivering over 200 fully featured services to organizations worldwide. Its offerings cover everything from infrastructure—such as compute, storage, and networking—to advanced technologies like artificial intelligence, machine learning, and agentic AI. Businesses use AWS to modernize legacy systems, run high-performance workloads, and build scalable, secure applications. Core services like Amazon EC2, Amazon S3, and Amazon DynamoDB provide foundational capabilities, while advanced solutions like SageMaker and AWS Transform enable AI-driven transformation. The platform is supported by a global infrastructure that includes 38 regions, 120 availability zones, and 400+ edge locations, ensuring low latency and high reliability. AWS integrates with leading enterprise tools, developer SDKs, and partner ecosystems, giving teams the flexibility to adopt cloud at their own pace. Its training and certification programs help individuals and companies grow cloud expertise with industry-recognized credentials. With its unmatched breadth, depth, and proven track record, AWS empowers organizations to innovate and compete in the digital-first economy.

Atlantis operates as a self-hosted solution, ensuring that your credentials remain within your own infrastructure. It functions as either a Golang binary or a Docker image and is compatible with deployment on various platforms such as VMs, Kubernetes, and Fargate. This tool listens for webhooks from popular version control systems including GitHub, GitLab, Bitbucket, and Azure DevOps. It executes Terraform commands remotely and provides feedback with their outputs. Employed by one of the leading companies globally, it effectively manages over 600 Terraform repositories and supports a team of 300 developers. Having been in production for more than two years, each pull request now features a comprehensive log detailing the infrastructure changes made, the contributors involved, and the approvals granted. Atlantis includes the option to mandate approvals for every production change, facilitating compliance with audits without disrupting your workflows. Developers can initiate Terraform pull requests without needing to expose their credentials, while operators can set requirements for approvals before permitting application changes. This ensures that all alterations are applied prior to merging into the master branch, enhancing both accountability and oversight in the development process. Additionally, the system's detailed change logs promote transparency and traceability, making it an invaluable tool for managing infrastructure as code.

Terragrunt acts as a lightweight wrapper that enhances your ability to maintain dry configurations, facilitates the use of various Terraform modules, and aids in overseeing remote state management. To effectively handle your Terraform state, configure it in a root directory so that it gets inherited by all child modules seamlessly. You can also specify CLI arguments in the Terragrunt configuration to ensure that Terraform commands are executed consistently and repeatably. This approach allows you to execute a single command that applies to all modules simultaneously, rather than running it separately for each one. Additionally, Terragrunt has the capability to retrieve remote Terraform configurations, streamlining your workflow. Ultimately, this means you only need to define the Terraform code for your infrastructure a single time, making management much more efficient and organized. By leveraging Terragrunt, you can significantly reduce duplication and enhance collaboration across your infrastructure projects.