Observability
Connect agent traces to business outcomes with OpenTelemetry
Design trace context, application identifiers, and asynchronous outcome events so investigators can distinguish execution from task completion.
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Observability
Tracing, monitoring, and investigating agent behavior in production.
Observability
Choosing an LLM observability platform: evaluate the complete workflow
Use a repeatable trial to compare instrumentation, evidence, evaluation, review and operating cost instead of relying on a universal ranking.
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AI for observability: make the investigation assistant show its evidence
Use AI to summarize and investigate traces while separating its hypotheses from verified tool outcomes and tested repairs.
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Silent agent failures: find errors that do not raise an exception
Define observable failure conditions, preserve authoritative outcomes and audit unflagged cases without inventing a universal failure rate.
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