Quick Summary Facing challenges to build, manage, and scale reliable data pipelines across modern DevOps environments? Discover the top 7 data engineering tools for DevOps teams in 2026 that help ...

Platform engineering is a newer way of doing devops that uses centralized tools and data to put developers at the center of the action. Here's how it works. Platform engineering is a newer idea that ...

O'Reilly Media author and VP of Developer Experience for lakeFS, helping teams create cost-effective data systems and ML pipelines. Data is the backbone of every business organization today, and its ...

Overcoming DevOps obstacles—such as slow, manual, poor-quality test data—is key toward accelerating pipelines. With speed being a central success factor for DevOps pipelines, increasing velocity ...

We discuss some of the best database tools for DevOps developers and DevOps engineers. Learn DevOps database software. Database DevOps tools can help developers automate and orchestrate database ...

MLOps, short for machine learning operations, is the equivalent of DevOps for machine learning models: Taking them from development to production, and managing their lifecycle in terms of improvements ...

Software teams today are pushing updates daily (sometimes hourly), working with bigger contributor pools, and running deployments almost non-stop. In that kind of setup, source code control tools ...

You could say that the opposite of version control—from the perspective of internal software development—is chaos. If development teams don’t manage various ...

If you hope to become or are already a DevOps engineer, certifications can strengthen your resume, sharpen your skill set, make you more attractive to employers, and increase your bottom line. This ...

Community driven content discussing all aspects of software development from DevOps to design patterns. The AWS Certified DevOps Engineer Professional exam validates your ability to automate, operate, ...