FixItFlow: Automated Troubleshooting Guide Generation from Cloud Incidents
arXiv cs.CL2w4 min read
arXiv:2607.13035v1 Announce Type: new Abstract: Cloud services experience frequent incidents that require rapid diagnosis and resolution. Troubleshooting guides help engineers respond consistently, but creating them manually is labor-intensive, resulting in incomplete coverage and outdated documentation. We present FixItFlow, an automated system that generates troubleshooting guides from historical incident data using large language models. The system extracts diagnostic patterns from engineer actions, synthesizes structured guides with verified commands, and enforces strict validation to prev