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Every primitive write and connection action emits an activity event scoped to the tenant user. Use logs to build a per-user timeline, an agent profile audit view across all users, or a live dashboard feed.

CLI First

Tools

ToolTypeDescription
logs_queryCoreQuery a user’s events (filter by action, time, limit)
logs_cross_userCoreQuery events across all users (agentProfile view)
logs_streamCoreLive SSE tail of activity.logged events

Querying

Response:

Parameters

ParamTypeRequiredDefaultDescription
actionstringNoFilter by action, e.g. vault.put, connection.execute, cards.create
afterstringNoISO timestamp — only events after this
limitnumberNo50Max events (cap 200)

Cross-user (agentProfile view)

Live stream (SSE)

The SSE stream is ideal for a live dashboard timeline — it pushes each activity.logged event the moment it’s recorded, no polling required.

Error Handling

ErrorCauseRecovery
not_foundInvalid user_idUse GET /v1/users for valid ids
invalid_inputMalformed after timestamp or limitUse an ISO timestamp and a positive limit

Typical Workflow