Agent observability

See what happens between a request and a result.

Follow model and tool activity across agent workflows. Understand latency, reliability, and usage in one place, then see where to improve.

Workflow trace

Illustrative activity view

Total latency

1.42s

Across 3 workflow steps

Cache activity

1hit

In this example trace

Step latencySample view

Agent request

Input received

0 ms

Model call

gpt-4.1 · completion

1.24 s

Search tools

2 calls · 1 cached

84 ms

Make every step clearer

Understand the work behind every answer.

A joined-up view helps teams identify what is slow, what is repeated, and where to focus next.

Follow the full workflow

Bring model and tool activity together to understand the steps behind an agent response.

Find performance bottlenecks

See where latency, errors, and cache behavior affect the experience.

Understand usage and cost

Connect usage to the actions that drive it and spot repeated work worth optimizing.

Observability and caching work together: find repeated work, then decide where reuse makes sense.

Explore caching