jaeger

Detect N+1 query patterns in a trace, where one parent operation triggers many near-identical child spans (often database calls). Use when a trace is slow and shows repeated downstream calls, or when the user asks about N+1, repeated queries, or chatty DB access.

Walk a failed trace to the first originating error span and distinguish root cause from cascading failures. Use when a trace has errors and the user asks why it failed, what caused the errors, or which service is the root cause.

Root catalog of Jaeger trace analysis skills.