I particularly like the recent Jenkins AI-assisted pipeline features and ecosystem improvements, which make creating and troubleshooting pipeline configurations much easier. The enhanced pipeline visualization provides better insight into complex CI/CD workflows, helping identify bottlenecks and failed stages more quickly. I've also found the improved Kubernetes and cloud-native integrations valuable, as they make it easier to spin up ephemeral build agents, improve scalability, and optimize resource usage for large automation workloads.

Jenkins is a powerful tool, but it can be challenging to set up and maintain, especially as the plugin ecosystem grows. As you add more plugins, compatibility problems can come up, and upgrades along with pipeline management often take significant effort. The user interface also feels dated compared to newer CI/CD platforms. A more modern UI and easier, more streamlined maintenance would greatly improve the overall experience.

I like Jenkins because it helps automate our CI/CD pipeline. It builds the code automatically, runs tests, and integrates with tools like Git and SonarQube to give fast feedback. As a result, it cuts down on manual work, improves consistency across our process, and helps us deliver reliable software more efficiently.