Runner Fleet Dashboard: GitLab Duo AI powered predictive analytics
## Problems to solve - A prevalent theme in customer conversations is proactively determining when there may be a slowdown in runner queue performance. - Another critical problem and pain point often cited by customers is configuring the Runner Fleet to find the optimal balance between compute costs and developer efficiency as measured by reduced CI/CD job durations. These are classic prediction problems, so we aim to explore if we can reduce the cost of prediction and fleet operational costs for our customers by incorporating ML/AI into the Fleet Dashboard.
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