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Apkar

Running in production

Observability

Traces, spans, and getting run latency next to service latency.

Every run exports as an OpenTelemetry trace with one span per step. Point it at your existing collector so agent latency sits beside the rest of your system rather than in a separate tool.

export APKAR_OTEL_ENDPOINT=https://otel.internal:4317

Span attributes include the step id, tool name, attempt number, token count, and cost in micro-dollars.