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Make black-box AI workflows observable with OpenTelemetry. This guide launches a local Collector, sets Bash env vars, and instruments a minimal Python generate step to emit spans with model, prompt hash, latency, and errors, with privacy via collector-side redaction. Learn patterns for multi-hop tracing, error handling, and sampling, plus next steps to ship to Jaeger/Tempo and track tokens/cost.