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topiccore
Production Monitoring
Token spend, P95 latency, hallucination rate, jailbreak attempts — real-time dashboard.
3 hours1 resources
Log every LLM call: model, prompt hash, input/output tokens, latency, cost, user_id, trace_id. Build dashboards in Grafana / Datadog / dedicated tools (Helicone, Langfuse).
Alerts: P95 latency > 3s, error rate > 5%, daily cost 2× normal.