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AI agents

Audit logs

Every inference an agent made, with status, tokens, latency and the tools it called.

On this page

Every call an agent makes to a model is recorded: what went in, what came back, which tools were invoked, how many tokens it burned, how long it took, and whether it failed. This is where you find out what your agents are actually doing.

Inference requests with status, token usage and latency.
Inference requests with status, token usage and latency.

When you'd use it #

A bad answer

A customer got something wrong. Open the exact inference and read what the model was given and what it returned.

Unexpected cost

Token usage per request shows which agent — and which prompt — is expensive.

Slow replies

Latency per request tells you whether to change model or trim the memory window.

What a record holds #

Field What it does
Agent and model Which agent ran, and which model it called.
Status Succeeded or failed. Failures carry the provider's error, which is usually an expired key, a rate limit or a context-length overflow.
Tokens Input and output. The honest measure of what a conversation costs.
Latency End-to-end time. What the customer experienced as waiting.
Prompt and response The full exchange, including tool calls and their results.

Where to go next #