Examples herein include an incident workflow graphical user interface (“GUI”) that visualizes workflows for solving application performance issues. An analytics server can process alerts based on application performance notifications. An administrative console GUI can display an issue pane that organizes alerts and remedial actions of an individual underlying issue. Alerts can be organized in a first region with actions organized in a second region. The alerts can visually update as they become resolved. Issue assemblies can be stored for future retrieval, allowing a recommendation engine to help populate future issue panes based on similar issues.