Best DevOps Software for Databricks

New Relic enhances the efficiency of developers, allowing for quicker and more secure deployment of features and updates through sophisticated DevOps solutions designed for enterprises operating on a large scale. By integrating seamlessly with tools like Microsoft GitHub Copilot, New Relic provides comprehensive observability insights, automated processes, and timely alerts right in the platforms your teams are accustomed to. Increase productivity while reducing downtime through more automated and dependable deployments, and utilize closed-loop auto-remediation to address bugs swiftly. Quickly identify and resolve problems, optimize system performance, and maintain software reliability. Boost operational effectiveness and speed up deployment cycles to offer outstanding user experiences with this dependable solution for contemporary DevOps practices.

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.

Select the tools that best suit your needs, and we will handle everything else. Create an ideal CI/CD stack tailored to your organization's objectives without the worry of vendor lock-in. By eliminating the need for manual scripts and complex toolchain automation, your engineers can concentrate on your main business activities. Our pipeline workflows utilize a declarative approach, allowing you to prioritize essential tasks over the methods used to achieve them, covering aspects such as software builds, security assessments, unit testing, and deployment processes. With the help of Blueprints, you can troubleshoot any issues directly within Opsera, thanks to a detailed console output for each step of your pipeline's execution. Gain a holistic view of your CI/CD journey with extensive software delivery analytics, tracking metrics like Lead Time, Change Failure Rate, Deployment Frequency, and Time to Restore. Additionally, benefit from contextualized logs that facilitate quicker resolutions while enhancing auditing and compliance measures, ensuring that your operations remain efficient and transparent. This streamlined approach not only promotes better productivity but also empowers teams to innovate more freely.

Astronomer is the driving force behind Apache Airflow, the de facto standard for expressing data flows as code. Airflow is downloaded more than 4 million times each month and is used by hundreds of thousands of teams around the world. For data teams looking to increase the availability of trusted data, Astronomer provides Astro, the modern data orchestration platform, powered by Airflow. Astro enables data engineers, data scientists, and data analysts to build, run, and observe pipelines-as-code. Founded in 2018, Astronomer is a global remote-first company with hubs in Cincinnati, New York, San Francisco, and San Jose. Customers in more than 35 countries trust Astronomer as their partner for data orchestration.

A comprehensive solution for ensuring security, governance, and pipeline integrity across all development tools and infrastructure is essential. Strengthen your source control management systems (SCM) by detecting secrets and leaks, while also safeguarding against code tampering. Examine your CI/CD configurations and Infrastructure-as-Code (IaC) for any security vulnerabilities or misconfigurations. Track any discrepancies between production systems’ IaC setups to thwart unauthorized code alterations. It's crucial to prevent developers from accidently making proprietary code public in repositories; this includes fingerprinting code assets and proactively identifying potential exposure on external sites. Maintain an inventory of assets, enforce stringent security policies, and easily showcase compliance throughout your DevOps ecosystem, whether it operates in the cloud or on-premises. Regularly scan IaC files for security flaws, ensuring alignment between specified IaC configurations and the actual infrastructure in use. Each commit or pull/merge request should be scrutinized for hard-coded secrets to prevent them from being merged into the master branch across all SCM platforms and various programming languages, thereby enhancing overall security measures. Implementing these strategies will create a robust security framework that supports both development agility and compliance.