Dashboard Overview
An observability design should cover workload volume, latency, outcome quality, escalation, errors, and cost. Present these signals in the customer's chosen dashboards with filters that match operational ownership, such as workflow, version, time window, and outcome. Quality must be defined through observable task results and reviewed evaluations; hidden reasoning-chain accuracy is not a reliable metric. Dashboard availability and fields are engagement-specific rather than a built-in product promise.
Alerting and Incident Response
Alert rules should be derived from measured baselines and agreed service objectives. Candidates include changes in verified completion, latency, error class, escalation, integration health, or spend. Route alerts through the customer's incident tools and include enough context for diagnosis without exposing sensitive payloads. Automated mitigation, such as circuit breaking or traffic routing, is appropriate only when its trigger, authorization, and recovery behavior have been tested.
Trace-Level Logging
Where appropriate, an agent workflow can emit traces for request handling, model calls, tool invocation, verification, and response delivery. Capture operation, duration, version, outcome, and error metadata while redacting or avoiding sensitive inputs and outputs. Export format and trace tooling are selected for the customer's observability environment. Compare versions using representative evaluations and outcome measures, not traces alone.
SLA Tracking and Reporting
Define service objectives per workflow, including measurement windows, eligible events, exclusions, and owners. Resolution time, verified completion, quality, and availability may be relevant, but each requires an unambiguous calculation. Implement reporting and early-warning alerts in the agreed observability stack, validate the calculations, and retain only the history permitted by the data-retention policy. This article describes a design pattern, not an existing ActiveMotion SLA engine or automated reporting product.