Logs & Data

Trace model calls, API requests, and database operations.

Trace the platform activity behind each outcome. Logs & Data records model calls, platform API traffic, external requests, and database operations.

Trace requests

Inspect incoming platform requests and outgoing calls to external services.

Investigate execution detail

Review model consumption and database operations behind platform behavior.

At a glance

Area	Use it to	Start here
LLM Logs	Trace model usage, tokens, cost, and latency	LLM Logs
Request Logs	Inspect incoming and outgoing API traffic	Incoming Request Logs
DB Query Logs	Audit database operations	DB Query Logs

All four screens support workspace and date-range filters and search. Every row expands to a full detail view.

LLM Logs

LLM Logs records every LLM call completion with its model, target, tokens, and cost. Open Logs & Data → LLM Logs.

LLM Logs, tracing every completed model call.

You can narrow by workspace and model, and search by model or agent. Each row is one completed model call:

Field	What it shows
Model	The model that ran (for example, gpt-4.1-mini).
For	The target the call was made for.
Tokens	Tokens consumed by the call.
Cost	The credit cost of the call.
Latency	How long the call took, in milliseconds.
When	The completion time.
Status	The call outcome (for example, Success).

Select a row to see the call's full detail.

Incoming Request Logs

Incoming Request Logs records the requests received by the platform API. Open Logs & Data → Incoming Request Logs.

Incoming Request Logs, the default view.

Filtering Incoming Request Logs by HTTP method.

Filtering Incoming Request Logs by module.

You can narrow by workspace, by one or more modules — Agent, App, Skill, Integrations, Marketplace, or Platform — by one or more HTTP methods — GET, POST, PUT, PATCH, or DELETE — and by date range, and search the log. Each row shows the request's Method, its URL, and When it arrived. Select a row for the full request detail.

Outgoing Request Logs

Outgoing Request Logs records the requests the platform made to external services. Open Logs & Data → Outgoing Request Logs.

Outgoing Request Logs, filtered by module.

The same ways to narrow apply — workspace, module, method, and date range. Each row adds a status and timing:

Field	What it shows
Method	The request method (for example, GET, DELETE, or CUSTOM for calls the platform can't map to a standard verb).
Status	The HTTP response status.
URL	The destination the platform called.
Response Time	How long the external call took, in milliseconds.
When	When the call was made.

DB Query Logs

DB Query Logs records the database operations the platform executed. Open Logs & Data → DB Query Logs.

DB Query Logs, the default view.

Filtering DB Query Logs by module.

You can narrow by workspace and by module — Agent, App, Skill, Integrations, Marketplace, or Platform — and search the log. Each row is one operation:

Field	What it shows
Module	The area the operation belongs to (for example, Agents, Guardrails, Knowledge, MCP, Accounts).
Operation	The operation, in schema.table.action form (for example, agents.agent.update).
User	The actor that triggered it.
Timestamp	When it ran.

Related

Control CenterObservabilityCredits & TokensControls & Audit