observability-design

Debug multi-agent workflows by capturing execution traces, decision points, handoffs, timing, and failures across agent interactions. Use trace viewers for step-by-step execution views and dashboards to monitor system health and diagnose failures in real time.

Observability design makes internal workings of multi-agent systems visible. It captures workflow execution traces, decision points, and quality signals, enabling designers to understand UX problems and developers to improve agent-based systems over time.

Set up dashboards by creating an observability blueprint that tracks real-time and historical system health metrics. Apply contextual views to monitor execution timing, failures, and quality signals specific to different workflow questions.

Yes, you can configure alert systems that trigger notifications when workflow metrics exceed defined thresholds. Apply observability concepts to monitor agent interaction quality signals and receive alerts for failures or performance degradation.

A trace viewer provides detailed step-by-step views of individual workflow executions, essential for diagnosing agent handoffs and decision points. It articulates visibility requirements needed to understand system behavior and debug failures effectively.

The best way is applying observability design to capture timing and failures across agent interactions. Create contextual views and dashboards that visualize execution traces and quality signals, enabling real-time diagnosis and improvement of agent-based systems.