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Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Robin Braumann <50590409+bjorger@users.noreply.github.com>
591 lines
20 KiB
Markdown
591 lines
20 KiB
Markdown
# Streaming Protocol
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## Overview
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Instance AI uses a pub/sub event bus to deliver agent events to the frontend
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in real-time. All agents — the orchestrator and eval-setup background agent —
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publish events to a per-thread channel. The frontend subscribes independently
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via SSE.
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The protocol is designed for minimal time-to-first-token, progressive rendering
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of multi-agent activity, and resilient reconnection.
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## Transport
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### Sending Messages
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- **Endpoint**: `POST /instance-ai/chat/:threadId`
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- **Request body**: `{ "message": "user's message" }`
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- **Response**: `{ "runId": "run_abc123" }`
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- **Concurrency**: One active run per thread. A second POST for the same thread
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while a run is active is rejected (`409 Conflict`).
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The POST kicks off the orchestrator. Events are delivered via the SSE endpoint,
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not the POST response.
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### Receiving Events
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- **Endpoint**: `GET /instance-ai/events/:threadId`
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- **Format**: Server-Sent Events (SSE)
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- **Reconnect**: `Last-Event-ID` header (auto-reconnect) or `?lastEventId`
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query parameter (manual reconnect) replays missed events from storage
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### SSE Headers
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```
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Content-Type: text/event-stream
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Cache-Control: no-cache
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Connection: keep-alive
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X-Accel-Buffering: no
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```
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`X-Accel-Buffering: no` disables nginx/reverse proxy buffering so events are
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delivered immediately.
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### SSE Event IDs
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Each SSE frame includes an `id:` field generated by the server:
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```text
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id: 42
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data: {"type":"text-delta","runId":"run_abc","agentId":"agent-001","payload":{"text":"..."}}
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```
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Event IDs are monotonically increasing integers per thread channel and unique
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within that thread. In multi-main deployments they come from a shared
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per-thread sequence (Redis), so ids — and the replay cursor built from them —
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are valid against any main.
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## Event Schema
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Every event follows this schema:
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```typescript
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{
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type: string; // event type
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runId: string; // correlates all events in a single message → response cycle
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agentId: string; // agent this event is attributed to in the UI
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ts?: number; // epoch ms stamped at publish — replays reconstruct real timing from it
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payload?: object; // event-specific data
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}
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```
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The `runId` correlates all events belonging to one user message → assistant
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response cycle. It is returned by the POST endpoint and carried on every event.
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The `agentId` identifies which agent branch (orchestrator or background agent) the
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event belongs to. The frontend uses this to render an agent activity tree.
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For the full TypeScript type definitions, see
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`@n8n/api-types` — `instanceAiEventSchema` in `schemas/instance-ai.schema.ts`.
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## Event Types
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### `run-start`
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The orchestrator has started processing a user message. Always the first
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event in a run.
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```json
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{
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"type": "run-start",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"messageId": "msg_xyz"
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}
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}
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```
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The `agentId` on this event identifies the orchestrator — the frontend uses
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this as the root of the agent activity tree.
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### `text-delta`
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Incremental text from an agent's response.
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```json
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{"type":"text-delta","runId":"run_abc123","agentId":"agent-001","payload":{"text":"You have 3 active workflows."}}
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```
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The frontend appends `payload.text` to the agent's current message content.
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### `reasoning-delta`
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Incremental reasoning/thinking from an agent. Always streamed to the frontend
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when the model produces it — this gives users visibility into the agent's
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decision-making and supports faster iteration.
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```json
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{"type":"reasoning-delta","runId":"run_abc123","agentId":"agent-001","payload":{"text":"Let me check the workflow list..."}}
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```
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**Policy**: Reasoning is always shown to the user (ADR-012). Not all models emit
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reasoning tokens; when a model doesn't support it, no `reasoning-delta` events
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are sent. The frontend should handle the absence gracefully.
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### `tool-input-start`
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A tool call's arguments have started streaming from the model. Sent before
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`tool-call` — for tools with large arguments (e.g. `build-workflow` streaming
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generated workflow code) this can precede the full `tool-call` event by a
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long time, so the frontend can surface the pending call immediately.
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```json
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{
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"type": "tool-input-start",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"toolCallId": "tc_abc123",
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"toolName": "build-workflow"
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}
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}
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```
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The frontend adds a pending entry to the agent's `toolCalls` with empty `args`
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and `isLoading: true`; the subsequent `tool-call` event fills in the args.
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### `tool-call`
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An agent is invoking a tool. Sent when the tool's arguments are complete,
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before the tool executes.
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```json
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{
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"type": "tool-call",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"toolCallId": "tc_abc123",
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"toolName": "list-workflows",
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"args": {"limit": 10}
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}
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}
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```
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The frontend adds a new entry to the agent's `toolCalls` with `isLoading: true`.
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### `tool-result`
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A tool has completed successfully.
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```json
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{
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"type": "tool-result",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"toolCallId": "tc_abc123",
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"result": {"workflows": [{"id": "1", "name": "My Workflow", "active": true}]}
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}
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}
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```
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The frontend updates the matching `toolCall` entry: sets `result` and
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`isLoading: false`.
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### `tool-error`
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A tool has failed.
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```json
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{
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"type": "tool-error",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"toolCallId": "tc_abc123",
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"error": "Workflow not found"
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}
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}
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```
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### `agent-spawned`
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The orchestrator has started a detached background agent (for example via
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`eval-setup-with-agent`).
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```json
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{
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"type": "agent-spawned",
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"runId": "run_abc123",
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"agentId": "agent-002",
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"payload": {
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"parentId": "agent-001",
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"role": "workflow builder",
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"tools": ["create-workflow", "update-workflow", "list-nodes", "get-node-description"]
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}
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}
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```
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The frontend adds a new node to the agent activity tree under the parent.
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For this event type, `agentId` is the spawned background agent ID; `payload.parentId`
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links it to the orchestrator.
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### `agent-completed`
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A background agent has finished its work.
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```json
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{
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"type": "agent-completed",
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"runId": "run_abc123",
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"agentId": "agent-002",
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"payload": {
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"role": "workflow builder",
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"result": "Created workflow wf-123 with 3 nodes"
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}
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}
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```
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The frontend marks the background agent node as completed.
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### `confirmation-request`
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A tool requires user approval before execution (HITL confirmation protocol).
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The tool's execution is paused until the user responds.
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```json
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{
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"type": "confirmation-request",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"requestId": "cr_xyz",
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"toolCallId": "tc_abc123",
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"toolName": "delete-workflow",
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"args": {"workflowId": "wf-123"},
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"severity": "warning",
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"message": "Archive workflow 'My Workflow'?"
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}
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}
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```
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The frontend renders an approval card on the matching tool call (matched by
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`toolCallId`). The user responds via `POST /instance-ai/confirm/:requestId`
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with `{ approved: boolean }`. On approval, normal `tool-result` follows. On
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denial, `tool-error` follows.
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**Rich payload fields** (all optional, extend the base confirmation):
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| Field | Type | When used |
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|-------|------|-----------|
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| `inputType` | `'approval'` \| `'text'` \| `'questions'` \| `'plan-review'` | Controls which UI component renders. Default: `approval` |
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| `questions` | `[{id, question, type, options?}]` | Structured Q&A wizard (`inputType=questions`) |
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| `tasks` | `TaskList` | Plan approval checklist (`inputType=plan-review`) |
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| `introMessage` | string | Intro text shown above questions or plan review |
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| `credentialRequests` | array | Credential setup requests |
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| `credentialFlow` | `{stage: 'generic' \| 'finalize'}` | Controls credential picker UX |
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| `setupRequests` | `WorkflowSetupNode[]` | Per-node setup cards for workflow credential/parameter config |
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| `workflowId` | string | Workflow being set up (for `setup-workflow` tool) |
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| `projectId` | string | Scopes actions to a project (e.g., credential creation) |
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| `domainAccess` | `{url, host}` | Renders domain-access approval UI instead of generic confirm |
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### `tasks-update`
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A task checklist has been created or updated. The frontend renders a live
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progress indicator from this data.
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```json
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{
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"type": "tasks-update",
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"runId": "run_abc123",
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"agentId": "agent-001",
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"payload": {
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"tasks": [
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{"id": "t1", "description": "Build weather workflow", "status": "completed"},
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{"id": "t2", "description": "Set up Slack credential", "status": "in_progress"},
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{"id": "t3", "description": "Test end-to-end", "status": "pending"}
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]
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}
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}
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```
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### `status`
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A transient status message. Empty string clears the indicator.
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```json
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{"type":"status","runId":"run_abc123","agentId":"agent-001","payload":{"message":"Searching nodes..."}}
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```
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### `thread-title-updated`
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The thread title has been updated (e.g., auto-generated from conversation).
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```json
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{"type":"thread-title-updated","runId":"run_abc123","agentId":"agent-001","payload":{"title":"Weather to Slack workflow"}}
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```
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### `error`
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A system-level error occurred.
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```json
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{"type":"error","runId":"run_abc123","agentId":"agent-001","payload":{"content":"An error occurred"}}
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```
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### `run-finish`
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The orchestrator has finished processing the user's message. Always the last
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event in a run.
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```json
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{"type":"run-finish","runId":"run_abc123","agentId":"agent-001","payload":{"status":"completed"}}
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```
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The frontend sets `isStreaming: false` and re-enables input.
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When a run is cancelled:
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```json
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{"type":"run-finish","runId":"run_abc123","agentId":"agent-001","payload":{"status":"cancelled","reason":"user_cancelled"}}
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```
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When a run errors:
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```json
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{"type":"run-finish","runId":"run_abc123","agentId":"agent-001","payload":{"status":"error","reason":"LLM provider unavailable"}}
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```
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## Typical Event Sequence
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### Simple Query (No Sub-Agents)
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```
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← run-start {runId: "r1", agentId: "a1", payload: {messageId: "m1"}}
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← reasoning-delta {runId: "r1", agentId: "a1", payload: {text: "Let me look up..."}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "list-workflows"}}
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← tool-result {runId: "r1", agentId: "a1", payload: {result: [...]}}
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← text-delta {runId: "r1", agentId: "a1", payload: {text: "You have 3 workflows:\n"}}
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← run-finish {runId: "r1", agentId: "a1", payload: {status: "completed"}}
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```
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### Autonomous Loop (With Planned Tasks and Background Agent)
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```
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← run-start {runId: "r1", agentId: "a1", payload: {messageId: "m1"}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "create-tasks", ...}}
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← tool-result {runId: "r1", agentId: "a1", payload: {result: {goal: "Weather to Slack"}}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "build-workflow", toolCallId: "tc2"}}
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← tool-result {runId: "r1", agentId: "a1", payload: {toolCallId: "tc2", result: {workflowId: "wf-123"}}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "run-workflow"}}
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← tool-result {runId: "r1", agentId: "a1", payload: {result: {executionId: "exec-456"}}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "get-execution"}}
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← tool-result {runId: "r1", agentId: "a1", payload: {result: {status: "error"}}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "eval-setup-with-agent", toolCallId: "tc5"}}
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← agent-spawned {runId: "r1", agentId: "a2", payload: {parentId: "a1", role: "eval-setup"}}
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← tool-call {runId: "r1", agentId: "a2", payload: {toolName: "workflows"}}
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← agent-completed {runId: "r1", agentId: "a2", payload: {result: "Added eval nodes"}}
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← tool-result {runId: "r1", agentId: "a1", payload: {toolCallId: "tc5", result: "Eval setup complete"}}
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← tool-call {runId: "r1", agentId: "a1", payload: {toolName: "create-tasks", args: {planningContext: {source: "replan"}}}}
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← ...loop continues...
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← text-delta {runId: "r1", agentId: "a1", payload: {text: "Done! I created a workflow..."}}
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← run-finish {runId: "r1", agentId: "a1", payload: {status: "completed"}}
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```
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## Event Bus
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### Architecture
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```mermaid
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graph LR
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subgraph Agents
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O[Orchestrator] -->|publish| Bus[Event Bus]
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S1[Sub-Agent A] -->|publish| Bus
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S2[Sub-Agent B] -->|publish| Bus
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end
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Bus --> Store[Thread Storage]
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Bus --> SSE[SSE Endpoint]
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SSE --> FE[Frontend]
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```
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All events are published to a per-thread channel on the event bus. Events are
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simultaneously persisted to thread storage and delivered to connected SSE clients.
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### Implementations
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| Deployment | Transport | Why |
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|---|---|---|
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| Single instance | In-process `EventEmitter` | Zero infrastructure |
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| Queue mode | Redis Pub/Sub | n8n already uses Redis |
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Replay storage depends on `N8N_INSTANCE_AI_DURABLE_LOG`. On (the default),
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the durable event log (`instance_ai_events`) is the replay source: coalesced
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step-level facts are appended with a per-thread `seq` assigned by the
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writer's drain, so cursors stay valid across restarts and across mains
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sharing one database. Off (the rollback switch until Gate B), replay serves
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from a bounded in-memory buffer per thread (500 events / 2 MB, FIFO-evicted;
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ids reset on restart).
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### Reconnection & Replay (Canonical Rule)
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The SSE endpoint supports replay via `event.id > cursor`. The cursor is
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provided by the client through one of two mechanisms. The server behavior
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is identical for both — only the source of the cursor differs.
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Three scenarios:
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| Scenario | Cursor source | Server behavior |
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|---|---|---|
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| **Auto-reconnect** (connection drop) | `Last-Event-ID` header, set by the browser automatically | Replay events after cursor, then switch to live |
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| **Page reload** (same thread) | `?lastEventId=N` query parameter, from the frontend's per-thread stored cursor | Replay events after cursor, then switch to live |
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| **Thread switch** (or first open) | No cursor (neither header nor query param) | Replay full event history from the beginning |
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The backend must accept the cursor from both `Last-Event-ID` header and
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`?lastEventId` query parameter. If neither is present, replay starts from
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event ID 0 (full history).
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IDs are monotonically increasing integers per thread, assigned from a shared
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per-thread sequence in multi-main. Assignment order is monotonic, but delivery
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order is not guaranteed to be: concurrent producers on different mains (e.g. a
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background task while the orchestrator runs elsewhere) can interleave, so a
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connection may occasionally deliver a lower id after a higher one. The
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frontend therefore tracks its reconnect cursor as the max id seen and drops
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already-seen ids on replay overlap.
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With the durable log enabled (`N8N_INSTANCE_AI_DURABLE_LOG`), ids are
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database-assigned sequence numbers and only DURABLE facts carry an `id:`
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line. Ephemeral frames (`text-delta`, `reasoning-delta`, `status`,
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`filesystem-request`) are live-only: their SSE frames have no `id:` line, so
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the browser's replay cursor never points at them (the same mechanism as the
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`run-sync` control frames). On replay, the deltas a client missed are covered
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by coalesced `text-block` / `reasoning-block` facts, which the shared run
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reducer applies with REPLACE semantics keyed on the segment's `responseId` —
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a client that reconnects mid-block never renders partial text twice. The
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writer persists a batch before emitting it live, so a fact is never in
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neither store, and same-connection replay does not require dedup; the
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endpoint's replay-and-subscribe handoff dedups by `seq` across its one async
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read.
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## Abort Support
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The frontend can abort a running agent by sending:
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- **Endpoint**: `POST /instance-ai/chat/:threadId/cancel`
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- **Semantics**: Idempotent. Cancels the active run for the thread (if any).
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- **Behavior**: Stops orchestrator and active background agents, then emits final
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`run-finish` with `payload.status = "cancelled"`.
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- **Race behavior**: If the run already completed, cancel is a no-op.
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### In-flight tool calls
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Cancel aborts the run `AbortSignal` that is passed to every tool as
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`ctx.abortSignal`. Instance AI wraps tool handlers so Stop unblocks the
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executor promptly (handlers race the signal). Long-running I/O tools should
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also forward `ctx.abortSignal` into fetches and child work so the underlying
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request stops, not only the handler promise. Aborted tool calls are settled as
|
|
cancelled tool results (no dangling `tool_call` entries).
|
|
|
|
## Frontend Rendering
|
|
|
|
### Agent Activity Tree
|
|
|
|
The frontend renders events as a collapsible tree grouped by `agentId`:
|
|
|
|
```
|
|
🤖 Orchestrator
|
|
├── 💭 "Let me check what credentials are available..."
|
|
├── 🔧 list-credentials → [slack-bot, weather-api]
|
|
├── 📋 create-tasks: build → execute → inspect
|
|
│
|
|
├── 🤖 Sub-Agent A (workflow builder)
|
|
│ ├── 🔧 list-nodes → [scheduleTrigger, httpRequest, slack]
|
|
│ ├── 🔧 create-workflow → wf-123
|
|
│ └── ✅ "Created wf-123 with 3 nodes"
|
|
│
|
|
├── 🔧 run-workflow wf-123
|
|
├── 🔧 get-execution → error (401)
|
|
│
|
|
├── 🤖 Sub-Agent B (execution debugger)
|
|
│ ├── 🔧 get-execution → {error details}
|
|
│ ├── 💭 "HTTP node returned 401..."
|
|
│ └── ✅ "Missing API key in query params"
|
|
│
|
|
└── 💬 "Done! Your workflow runs daily at 8am..."
|
|
```
|
|
|
|
Sub-agent sections are collapsible — users can drill into details or just see
|
|
the summary.
|
|
|
|
## Session Restore
|
|
|
|
When the user refreshes the page or navigates back to a thread, the frontend
|
|
restores the full session state (messages, tool calls, agent trees) without
|
|
replaying all SSE events.
|
|
|
|
### Endpoints
|
|
|
|
- **`GET /instance-ai/threads/:threadId/messages`** — returns rich
|
|
`InstanceAiMessage[]` with full agent trees, tool calls, and reasoning.
|
|
Includes a `nextEventId` field indicating the SSE cursor position at the
|
|
time of response.
|
|
|
|
- **`GET /instance-ai/threads/:threadId/status`** — returns the thread's
|
|
current activity state:
|
|
```json
|
|
{
|
|
"hasActiveRun": false,
|
|
"isSuspended": false,
|
|
"backgroundTasks": [
|
|
{ "taskId": "t1", "role": "workflow builder", "agentId": "agent-002", "status": "running", "startedAt": 1709300000 }
|
|
]
|
|
}
|
|
```
|
|
|
|
### How It Works
|
|
|
|
1. **Persisted messages** — `@n8n/agents` persists tool invocations, reasoning, and
|
|
text in its message format. The backend parses these into rich
|
|
`InstanceAiMessage[]` objects with tool calls and flat agent trees.
|
|
|
|
2. **Agent tree snapshots** — after each `run-finish`, the backend replays
|
|
events through `buildAgentTreeFromEvents()` and stores the resulting tree
|
|
in thread metadata. This preserves the full agent hierarchy (tool
|
|
calls, text, reasoning) that the message format alone cannot capture.
|
|
|
|
3. **SSE cursor** — the messages response includes `nextEventId`. The frontend
|
|
sets its SSE cursor to `nextEventId - 1` so the SSE connection only receives
|
|
events that arrived after the historical snapshot. This prevents duplicate
|
|
messages on refresh.
|
|
|
|
### Frontend Flow
|
|
|
|
```
|
|
1. Load historical messages (GET /threads/:threadId/messages)
|
|
└── Sets messages[], sets SSE cursor to nextEventId - 1
|
|
2. Load thread status (GET /threads/:threadId/status)
|
|
└── Sets activeRunId if run is active, injects background tasks
|
|
3. Connect SSE (GET /events/:threadId?lastEventId=<cursor>)
|
|
└── Only receives live events going forward
|
|
```
|
|
|
|
The order is sequential: historical messages load first, then SSE connects.
|
|
This eliminates the race condition where SSE and HTTP responses would compete,
|
|
creating duplicate messages.
|
|
|
|
## Complete Event Type Reference
|
|
|
|
| Event Type | Payload Key Fields | Purpose |
|
|
|------------|-------------------|---------|
|
|
| `run-start` | `messageId` | First event in a run |
|
|
| `run-finish` | `status`, `reason?` | Last event in a run |
|
|
| `text-delta` | `text` | Incremental agent text |
|
|
| `reasoning-delta` | `text` | Incremental agent reasoning |
|
|
| `tool-call` | `toolCallId`, `toolName`, `args` | Tool invocation (before execution) |
|
|
| `tool-result` | `toolCallId`, `result` | Successful tool completion |
|
|
| `tool-error` | `toolCallId`, `error` | Failed tool execution |
|
|
| `agent-spawned` | `parentId`, `role`, `tools` | Sub-agent created |
|
|
| `agent-completed` | `role`, `result` | Sub-agent finished |
|
|
| `confirmation-request` | `requestId`, `toolCallId`, `severity`, `message`, ... | HITL approval gate |
|
|
| `tasks-update` | `tasks` | Task checklist created/updated |
|
|
| `status` | `message` | Transient status indicator |
|
|
| `error` | `content`, `statusCode?`, `provider?` | System-level error |
|
|
| `thread-title-updated` | `title` | Thread title changed |
|
|
| `filesystem-request` | `requestId`, `operation`, `args` | Gateway filesystem operation (internal) |
|
|
|
|
All event types are defined as a Zod discriminated union in
|
|
`@n8n/api-types/src/schemas/instance-ai.schema.ts`.
|