Autonomous SRE Root-Cause Engine

TRACE | Multi-Hypothesis Investigation

TRACE dynamically constructs hypotheses, retrieves multi-modal telemetry (logs, metrics, traces, database connections, and deployments), and applies deterministic falsification to discover true root causes without prompt-only hallucinations.

Verified Demo Replay (Pre-Evaluated Reference)

0-Quota Replay

Replays a pre-computed reference investigation (bad_deployment_db_exhaustion, seed=1) generated with MockLLMProvider. Streams the 8 state transitions progressively with synthetic telemetry stored in the database and available for inspection without consuming external LLM quota.

Generate Custom Incident

Live Run

Inject synthetic telemetry into simulated microservices and run the live investigation pipeline.

Telemetry Store Incidents (0)

Select an incident to launch real-time multi-hypothesis root-cause analysis.

No incidents in database yet. Click "Run Demo Incident" or "Generate New Incident" above to begin.