When a pipeline step fails, there are often tens of thousands of lines of logs to sort through. It has become a part of my workflow to copy logs into an LLM chat such as Claude, and ask for a simple summary/root cause analysis for the failure. It would save time and clicks if a feature like this were integrated into the logs UI in Jenkins, surfacing useful insights alongside the logs with links to relevant lines. Useless AI features have bloated many of my favorite tools, but this is a feature that I'd use every day.

As a user ISBAT view an AI summary of build logs without leaving Jenkins

Dev Notes:

Privacy is definitely a concern, as is the cost of all these LLM calls. You could have people use their own LLM API keys so usage and data stay within the user's control. We'd probably want to generate the summary on-demand, to keep calls to a minimum.