Flashduty AI-SRE reads an affected repository and opens a fix pull request — or files an issue — when it identifies a code-level root cause during incident analysis. It mints short-lived, repository-scoped installation tokens (Contents, Pull requests, Issues: write) per task; tokens are never persisted.