I'm building a POMDP-based CI/CD failure diagnosis agent. The model treats the real cause—such as which component is faulty—as hidden and relies on pipeline observations to choose diagnostic…
I'm building a POMDP-based CI/CD failure diagnosis agent. The model treats the actual cause of a failure as hidden and relies on observable evidence such as logs, exit…
My company has asked me to learn Jenkins, and I'm looking for good tutorials, documentation, or video playlists to get started. I'd like to reach the point where…
My company has asked me to learn Jenkins, and I'm looking for recommendations for tutorials, documentation, or video playlists. I'd like to become comfortable enough to create basic…
Our team uses Jenkins pipelines to build, scan, and deploy websites, serverless functions, microservices, and infrastructure to development or test environments. Depending on the project, the process takes…
I'm an IT administrator working mostly with Azure DevOps. This is my first role involving DevOps; I studied computer science with a networking focus, but I'm more interested…
I'm building an agent that investigates failed CI runs. Given the pipeline result, logs, test output, repository changes, and other run metadata, I want it to reason about…
I'm a Java developer with about six years of experience and I'm moving deeper into DevOps. I've used Jenkins at work by triggering jobs and working with existing…
I'm new to DevOps and want to learn Jenkins properly, preferably through free resources, although I'm open to paid courses if they're genuinely worthwhile. I have about six…
I'm curious about the practical routine people follow when code works locally, gets pushed, and then fails in the CI/CD pipeline. If the failure can't be reproduced on…
Hey everyone! I'm currently a Java developer doing a QA automation internship, but I'm really eager to transition into DevOps. I'm curious if my experience in QA automation…