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Observability dashboards vs. pre-action gates

Observability stacks excel at latency, errors, and throughput. They rarely certify that the CRM case, payout, or contract record your agent said it touched is truly there before someone acts on it. AgentSkeptic runs at verification time against your stores so missing or mismatched state fails the pipeline instead of shipping silently.

Review /pricing when you need commercial enforce fixtures and metering, and use /integrate to reproduce the gate locally before you change production alerting budgets alone.

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