Browse spans and traces
Use the Spans tab for a known operation, service, status, or attribute. Use the Traces tab to review one row per request with duration, span count, and error count. The query editor supports field filters and SQL against the trace stream. Common fields include:trace_id,span_id, andparent_span_id;service.nameand operation name;- duration and status;
- deployment, host, HTTP, RPC, database, and object-store attributes.
Inspect a trace
Select a result to open the trace detail page. The tree shows parent/child structure, critical timing, errors, events, links, and bounded attributes. Use trace detail to:- find the slowest or failing span;
- distinguish service time from downstream time;
- open logs carrying the same
trace_id; - compare service and operation behavior in the selected window;
- preserve request and session context during an investigation.
Service graph and catalog
The Service Graph tab derives nodes and edges from trace spans. The graph displays request rate, error rate, and latency relationships without a separately maintained topology. The Service Catalog groups observed services and operations for navigation from a service to current traces.Intake and propagation
Send traces with OTLP HTTP or OTLP gRPC. MoleSignal preserves standard W3C Trace Context and OpenTelemetry semantic attributes. Response headers exposeX-Request-Id and X-Trace-Id for
supported application requests.
Permissions
An organization workspace requiresstreams.query. Platform administrators use
sys.telemetry.read for the protected _sys telemetry scope.
Application performance monitoring
Analyze RED metrics, transactions, dependencies, errors, and deployments derived from spans.
Service map
Understand topology derived from cross-service parent and child spans.
Backend distributed tracing
Operate MoleSignal’s own tracing and tail-sampling pipeline.