Topology Awareness
Automatically trace every alert back to its source. Our engine connects ephemeral events to their Root Owners — no manual mapping required.
Root Cause Triangulation
Automatically filter noise. We know that 100 pod errors equal 1 deployment config error.
Zero-Config Discovery
No manual tagging required. The agent learns service dependencies by observing traffic and owner references.
Time Travel Debugging
Rewind infrastructure state. See exactly what config changed 5 seconds before the incident.
Predictive Pattern Matching
Identify recurring failure signatures. The agent recognizes 'CrashLoop' patterns across your entire fleet.
Forensic Graph Analysis
Ask complex questions about your infrastructure. The agent traverses the Knowledge Graph to find hidden correlations across time and space.
"Find all pods that crashed within 5 minutes of the last DB schema change."
Querying GitHub PR Terraform ArgoCD for latest changes...
Found 3 cascading failures. Root cause: Timeout in PaymentService.
Ingest
Connect K8s, Prometheus, GitHub
Build Graph
Auto-construct knowledge graph
AI Analysis
Claude traces root cause
Resolve
Get fix recommendations