Building Reproducible AI Evaluation Workflows with Docker Sandboxes
Learn how Docker Sandboxes can make AI evaluation workflows more reproducible with consistent execution, structured artifacts, and runtime evidence.

Learn how Docker Sandboxes can make AI evaluation workflows more reproducible with consistent execution, structured artifacts, and runtime evidence.


I'm Ramya Ravi, a Developer Advocate for AI and Open Source at NetApp Instaclustr, based in Connecticut. My day to day is teaching developers how to actually build with open source technology, not just read about it. I write technical tutorials, record videos, and speak at conferences, about…

I'm a software engineer at REVSYS. Before that I was an accountant. I was also a university instructor in the US and China. I taught English, Western Culture, Problem-Solving, Accounting and MIS.

The library for web and native user interfaces

The library for web and native user interfaces

Node.js® is a free, open-source, cross-platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
The library for web and native user interfaces

Node.js® is a free, open-source, cross-platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
Node.js® is a free, open-source, cross-platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
Learn three ways to get noticed and grow your career as AI reshapes how developers build software.

Posted by Jeff Triplett on Sept. 10, 2026
