- Outbound webhooks for artifact.readySave a URL in the integrations panel and Loop Desk POSTs every approval-ready artifact to it โ signed with the same HMAC secret as inbound. Pipe into Zapier, n8n, your CRM, or anything that speaks JSON.
- Workspace search (with `/` shortcut)A keyword box at the top of the dashboard searches signals, tasks, outputs, and memory at once. Press / from anywhere on the page to focus it. /api/v1/search exposes the same primitive for MCP and external clients.
- Stuck-loop detection bannerIf the desk is on but no cycle has fired for 3x the loop interval (or never, on a brand-new workspace), a red banner offers a one-click 'Run desk now'. Heartbeat tells you the state โ this nudges action when something is wrong.
- Task-assignee notificationsWhen a task is assigned to a teammate, Loop Desk posts to Slack and emails the assignee directly. Closes the routing loop opened by rev 16's task assignment.