Cluster
Find what's different at scale.
Structural clustering groups traces by behavior patterns. Semantic outlier detection surfaces the deviations worth investigating—at 10,000+ logs per week.
Evaluate
Judge whether anomalies are problems.
Agent-as-judge compares outliers against representative samples. Custom evaluators for your domain—generic for common failures, specialized for regulated industries.
Alert
Fix failures before customers notice.
Incident detection and management—surface failures with reasoning, alert the right people in Slack, and coordinate who fixes what. Your team gets activated, not just notified.
Integrate
Connect in one line of code.
Works on top of LangSmith, Langfuse, or any OpenTelemetry-compatible tool. Keep your existing observability, add reliability on top.
Compatibility
Works out of the box with:
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Every other tool tells you something changed. We tell you if it's a problem—before your customers do.