StackPilot connects to your observability tools and codebase to help with on-call duty. When an alert fires, it analyses logs and code to find the likely cause of the problem.
It then drafts a working fix as a pull request for engineers to review. Log query autocomplete helps during investigation too. The aim is to shorten the time from an alert to a resolved incident.