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Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization.
Passed 18 of 23 test cases with the skill, and 11 of 23 without it.
and 9 more in the full report
8 fixed10 passed either way4 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
What are the recommended trace sampling rates for production versus development environments when configuring service mesh distributed tracing, and what warning is given regarding over-sampling?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends 100 percent sampling rate in development environments. | Passed | Passed |
| Recommends 1 to 10 percent sampling rate in production environments. | Missed | Passed |
| Cites storage costs as the primary reason to avoid over-sampling. | Missed | Passed |
The instructions your model reads when the skill loads.
Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.
┌─────────────────────────────────────────────────────┐
│ Observability │
├─────────────────┬─────────────────┬─────────────────┤
│ Metrics │ Traces │ Logs │
│ │ │ │
│ • Request rate │ • Span context │ • Access logs │
│ • Error rate │ • Latency │ • Error details │
│ • Latency P50 │ • Dependencies │ • Debug info │
│ • Saturation │ • Bottlenecks │ • Audit trail │
└─────────────────┴─────────────────┴─────────────────┘
| Signal | Description | Alert Threshold |
|---|---|---|
| Latency | Request duration P50, P99 | P99 > 500ms |
| Traffic | Requests per second | Anomaly detection |
| Errors | 5xx error rate | > 1% |
| Saturation | Resource utilization | > 80% |
test cases passed, vs 11 / 23 without
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