This guide covers:
- Organizations and Workspaces;
- Users, Groups, Service Accounts, Roles, Assignments, and credentials;
- managed and external Agents;
- Twilio WhatsApp, Mailgun, Slack, and JSON webhook Channels (see logos below);
- remote MCP registration, connection testing, and discovery;
- local stdio MCP discovery through the CLI;
- Agent- and MCP-targeted Gateways;
- Allow, Observe, Review, and Block;
- Operator Tasks;
- Traces, events, Observations, Drifts, and analytics.
LangChain SDK
- LangChain and LangGraph registration and discovery;
- direct instrumentation of
invoke, ainvoke, stream, and astream;
- outbound service mode for Channel jobs;
- input and output adapters;
- audio, image, and document preprocessing;
- Gateway enforcement for external-Agent tools;
- Operator Task creation for Review;
- bounded and redacted Trace data.
CLI
- resource CRUD and scoped context;
- Agent and MCP discovery;
- Gateway and Operator Task operations;
- Traces, events, Observations, and Drifts;
- manifests and capability inspection;
- local and remote MCP discovery and governed local MCP workflows.
Last modified on July 27, 2026