▸case-20 How do I configure route grouping, receiver targets, and repeat_interval in a native Prometheus Alertmanager YAML file for Slack alerts? | pass→pass | 17,257 | 28,649 | +66% | 1 | 1 | 0% | 2,399 | 3,282 | +37% | 0 | 0 | — |
▸case-01 What is the recommended way to configure an OpenTelemetry Collector trace pipeline using batch processing and sending telemetry over OTLP? Please give me a direct response on how the components fit together, a breakdown table of the key collector configuration parameters, an example configuration snippet, and a reference to the source doc used to construct the answer. | fail→fail | 16,485 | 14,613 | -11% | 1 | 1 | 0% | 2,061 | 630 | -69% | 0 | 0 | — |
▸case-02 How should I record custom application metrics in modern .NET services using OpenTelemetry SDKs? I'd like a direct summary of the approach, a clean table detailing standard metric attributes, a modern .NET code example demonstrating meter creation, and a note indicating which reference document provided these guidelines. | fail→pass | 36,340 | 14,520 | -60% | 1 | 1 | 0% | 3,153 | 2,611 | -17% | 0 | 0 | — |
▸case-03 I am instrumenting HTTP server requests in my web service. I want to log the HTTP response status code and HTTP request method in telemetry traces. Should I use http.status_code and http.method, or what are the stable attribute names? Please provide a direct explanation, an attributes table, a code snippet, and the doc file source. | fail→fail | 13,192 | 26,493 | +101% | 1 | 1 | 0% | 1,615 | 702 | -57% | 0 | 0 | — |
▸case-04 I need to capture SQL database query calls in my trace spans. Many older tutorials recommend setting db.statement and db.type. What are the current stable semantic attributes for SQL query text and database system name? Please give a direct answer, an attributes table, a C# code snippet, and cite the documentation file used. | pass→fail | 17,487 | 15,857 | -9% | 1 | 1 | 0% | 2,321 | 714 | -69% | 0 | 0 | — |
▸case-05 We are migrating our trace pipeline to OpenTelemetry Collector and need to forward trace data from our receiver to a backend trace collector. Some team members suggested adding the jaeger exporter component in collector YAML. Is that recommended or what exporter component should be used for exporting telemetry? Provide a direct answer, configuration breakdown table, snippet, and source doc reference. | fail→fail | 16,772 | 14,906 | -11% | 1 | 1 | 0% | 2,163 | 714 | -67% | 0 | 0 | — |
▸case-06 Our Kubernetes cluster services export traces to an OpenTelemetry Collector gateway. Should we configure the legacy zipkin exporter in the collector pipeline config, or what protocol exporter is standard? Provide a direct explanation, config attribute table, YAML snippet, and doc source citation. | fail→pass | 18,045 | 31,029 | +72% | 1 | 1 | 0% | 2,361 | 3,204 | +36% | 0 | 0 | — |
▸case-07 We are configuring OpenTelemetry logging for a modern .NET web API project target framework net10.0. Should we use legacy AddOpenTelemetryLogging extension calls or modern .NET 10 ILoggingBuilder integrations with OpenTelemetry? Please provide a direct summary, an attributes table, a .NET 10 code sample, and reference the source document file. | fail→fail | 22,494 | 10,554 | -53% | 1 | 1 | 0% | 3,161 | 730 | -77% | 0 | 0 | — |
▸case-08 We are setting up distributed tracing in a .NET backend service using System.Diagnostics.ActivitySource. Should we use old vendor-wrapped tracer interfaces or standard .NET ActivitySource with OpenTelemetry SDK tracing? Please supply a direct answer, attribute table, .NET 10 C# example, and local doc citation. | fail→fail | 19,699 | 11,458 | -42% | 1 | 1 | 0% | 2,598 | 848 | -67% | 0 | 0 | — |
▸case-19 We are instrumenting a RabbitMQ message consumer. Older guides suggest messaging.kafka.message_key or messaging.destination. What are the stable semantic attributes for messaging system name and destination name? Give a direct response, attributes table, code snippet, and doc file path. | fail→fail | 14,800 | 12,022 | -19% | 1 | 1 | 0% | 1,816 | 835 | -54% | 0 | 0 | — |
▸case-09 What are the standard payload delivery options defined by OpenTelemetry Protocol (OTLP) when transferring trace and metric batches over network transport? Please give a direct answer, a summary table of attributes/headers, a collector snippet, and cite the reference doc file. | fail→pass | 14,220 | 20,557 | +45% | 1 | 1 | 0% | 2,758 | 3,431 | +24% | 0 | 0 | — |
▸case-10 Before applying our OpenTelemetry semantic convention attribute mappings, we want to know if there are any validation warnings or discrepancies flagged in the sync status reports. How should validation status be reported, and what file contains sync report warnings? Provide a direct response, attribute table, code snippet, and source reference. | fail→pass | 13,982 | 16,667 | +19% | 1 | 1 | 0% | 2,382 | 2,555 | +7% | 0 | 0 | — |
▸case-11 We are defining network socket connection attributes for TCP server spans in OpenTelemetry. Some old docs use net.peer.ip and net.peer.port. What are the stable semantic convention attribute names for network peer address and port? Provide a direct explanation, attributes table, code snippet, and doc file path. | fail→fail | 17,056 | 5,739 | -66% | 1 | 1 | 0% | 2,335 | 736 | -68% | 0 | 0 | — |
▸case-12 When an unhandled exception occurs during a request, what stable semantic convention attributes should be recorded on the trace span to describe the exception type and message? Give a direct answer, an attributes table, a C# code snippet, and local doc reference. | fail→fail | 17,574 | 10,022 | -43% | 1 | 1 | 0% | 2,458 | 673 | -73% | 0 | 0 | — |
▸case-13 How do you configure the batch processor in OpenTelemetry Collector YAML to prevent dropped spans during high throughput? Provide a direct answer detailing timeout and send_batch_size, a parameter table, YAML code snippet, and local source document file reference. | fail→pass | 15,858 | 40,619 | +156% | 1 | 1 | 0% | 2,125 | 2,979 | +40% | 0 | 0 | — |
▸case-14 Our OpenTelemetry Collector instance occasionally gets OOM killed in Kubernetes. What collector processor prevents out-of-memory crashes, and how is it configured? Provide a direct explanation, parameter breakdown table, YAML example snippet, and source document citation. | fail→fail | 11,369 | 6,449 | -43% | 1 | 1 | 0% | 1,880 | 686 | -64% | 0 | 0 | — |
▸case-15 We are instrumenting gRPC client calls. Older documentation referenced rpc.grpc.status_code. What is the stable semantic convention attribute for gRPC status code and service name? Provide a direct response, attributes table, code snippet, and source file reference. | fail→fail | 21,992 | 10,346 | -53% | 1 | 1 | 0% | 3,346 | 663 | -80% | 0 | 0 | — |
▸case-16 How do we pass authorization headers when transmitting telemetry data over OTLP gRPC to a secure gateway collector? Provide a direct explanation, table of header configuration options, example configuration snippet, and doc file source reference. | fail→fail | 18,796 | 15,362 | -18% | 1 | 1 | 0% | 2,744 | 637 | -77% | 0 | 0 | — |
▸case-17 We need guidance on instrumenting outbound HTTP client requests in .NET 10 using OpenTelemetry. I need the output formatted strictly with: 1. Direct answer, 2. Attributes table, 3. Code example, 4. Source reference. Please provide this guidance. | fail→fail | 15,557 | 11,750 | -24% | 1 | 1 | 0% | 1,989 | 786 | -60% | 0 | 0 | — |
▸case-18 How do we implement a custom request counter metric in a .NET 10 microservice using System.Diagnostics.Metrics? Please provide a direct explanation, metric attributes table, .NET 10 C# code example, and source doc path. | fail→pass | 14,362 | 13,786 | -4% | 1 | 1 | 0% | 2,843 | 3,078 | +8% | 0 | 0 | — |
▸case-21 How do I write a custom Fluentd regex parser plugin in Ruby to parse apache log files into JSON fields? | pass→fail | 17,930 | 7,215 | -60% | 1 | 1 | 0% | 3,396 | 844 | -75% | 0 | 0 | — |
▸case-22 What is the JSON structure for defining a time-series panel with target queries in a Grafana dashboard schema v10? | pass→pass | 18,641 | 19,258 | +3% | 1 | 1 | 0% | 2,661 | 3,693 | +39% | 0 | 0 | — |
▸case-23 What are the stable OpenTelemetry semantic convention attributes for capturing client user-agent strings on HTTP requests? Provide a direct response, attributes table, C# code snippet, and local doc citation. | pass→fail | 16,464 | 16,561 | +1% | 1 | 1 | 0% | 2,139 | 649 | -70% | 0 | 0 | — |
▸case-24 How are receivers, processors, and exporters wired together inside the service pipelines section of an OpenTelemetry Collector YAML file? Provide a direct answer, parameter breakdown table, YAML example snippet, and local doc file reference. | fail→fail | 25,014 | 15,527 | -38% | 1 | 1 | 0% | 2,027 | 668 | -67% | 0 | 0 | — |