MRs: https://gitlab.com/gitlab-org/gitlab-runner/-/merge_requests/6588+s ## Summary Reduce toil on the Runner Core team by introducing AI-powered automations for three high-friction workflows: bug triage and fixing, support request routing, and pipeline failure resolution. This epic tracks the evaluation, implementation, and adoption of each automation. ## Background As the team scales its focus toward strategic work, we need to reduce the manual overhead on maintenance tasks. Three areas have been identified where AI automation can meaningfully reduce team burden: * Bug-to-MR agent — automated investigation and fix generation for Runner issues * Request for Help — reduce noise in #runner-help by automating RFH triage. * Pipeline failure auto-fix — add a [trigger](https://gitlab.com/gitlab-org/gitlab-runner/-/automate/triggers) to Runner that will run a Flow on failed pipeline events. * Pilot "Fix CI/CD Pipeline flow"