Observability Layer
Consonant turns scattered agent interactions into a coherent, debuggable narrative.
The Debugging Nightmare
In traditional systems, you have stack traces. In multi-agent systems, you have non-deterministic, distributed failure modes. One agent's hallucination can cascade through five other agents, leaving you with a pile of logs that make no sense.
Zero-Code Instrumentation
With Consonant, you get full traces, token usage, and latency metrics.
Automatic Session Reconstruction
Consonant uses Global Trace IDs to stitch together every decision. When you open a session in the dashboard, we reconstruct the "Decision Tree" in real-time.
OTEL Spans
Every HTTP/gRPC request, LLM call, and tool execution is recorded as an OpenTelemetry span.
Distributed Context
Trace IDs are propagated across the network. If the "Writer Agent" fails, you can see the exact "Researcher Agent" output that caused the failure.
The Linear Narrative View
Our dashboard transforms thousands of raw spans into a readable timeline. You can "scrub" through the time-to-first-token and see exactly when each agent joined the conversation.