Expert OpenTelemetry guidance for collector configuration, pipeline design, and production telemetry instrumentation. Use when configuring collectors, designing pipelines, instrumenting applications, implementing sampling, managing cardinality, securing telemetry, writing OTTL transformations, or setting up AI coding agent observability (Claude Code, Codex, Gemini CLI, GitHub Copilot).
93
97%
Does it follow best practices?
Impact
85%
7.08xAverage score across 4 eval scenarios
Passed
No known issues
Set up tail sampling in Kubernetes to sample 10% of traces but keep all error traces.
docs
evals
cardinality-protection
claude-code-telemetry
collector-memory-limiter
scenario-1
scenario-2
scenario-3
scenario-4
tail-sampling-setup
references