Used Graphify to turn incidents into a queryable knowledge graph (github.com)

A new tool, based on Graphify and inspired by Andrej Karpathy's LLM Wiki concept, allows users to transform incidents into a queryable knowledge graph using the Rootly API. This setup automates the extraction of incidents, alerts, teams, and service data from Rootly over defined time periods, creating a structured graph that updates continually. The Graphify tool provides functionalities for incident analysis, community detection, and visualization of correlations, offering a more streamlined approach to incident management and resolution. This innovation holds significant promise for the AI/ML community, enabling teams to identify patterns and dependencies more effectively through advanced graph analytics. Notably, the Graphify system employs edge density algorithms to identify communities within incidents, improving the detection of shared failure patterns among services. The ability to run deep semantic analysis further enhances understanding of relationships between incidents and action items, minimizing oversight and driving operational efficiency. With features like real-time alert-to-incident funnels and severity heatmaps, organizations can now leverage this tool to mitigate risks and enhance their incident response strategies more proactively.