Skip to main content

Events

Streaming from agents or workflows provides real-time visibility into either the LLM’s output or the status of a workflow run. This feedback can be passed directly to the user, or used within applications to handle workflow status more effectively, creating a smoother and more responsive experience.

Events emitted from agents or workflows represent different stages of generation and execution, such as when a run starts, when text is produced, or when a tool is invoked.

Event types​

Below is a complete list of events emitted from .stream(). Depending on whether you’re streaming from an agent or a workflow, only a subset of these events will occur:

  • start: Marks the beginning of an agent or workflow run.
  • step-start: Indicates a workflow step has begun execution.
  • text-delta: Incremental text chunks as they're generated by the LLM.
  • tool-call: When the agent decides to use a tool, including the tool name and arguments.
  • tool-result: The result returned from tool execution.
  • step-finish: Confirms that a specific step has fully finalized, and may include metadata like the finish reason for that step.
  • finish: When the agent or workflow completes, including usage statistics.

Inspecting agent streams​

Iterate over the stream with a for await loop to inspect all emitted event chunks.

const testAgent = mastra.getAgent("testAgent");

const stream = await testAgent.stream([
  { role: "user", content: "Help me organize my day" },
]);

for await (const chunk of stream) {
  console.log(chunk);
}

See Agent.stream() for more information.

Example agent output​

Below is an example of events that may be emitted. Each event always includes a type and can include additional fields like from and payload.

{
  type: 'start',
  from: 'AGENT',
  // ..
}
{
  type: 'step-start',
  from: 'AGENT',
  payload: {
    messageId: 'msg-cdUrkirvXw8A6oE4t5lzDuxi',
    // ...
  }
}
{
  type: 'tool-call',
  from: 'AGENT',
  payload: {
    toolCallId: 'call_jbhi3s1qvR6Aqt9axCfTBMsA',
    toolName: 'testTool'
    // ..
  }
}

Inspecting workflow streams​

Iterate over the stream with a for await loop to inspect all emitted event chunks.

const testWorkflow = mastra.getWorkflow("testWorkflow");

const run = await testWorkflow.createRunAsync();

const stream = await run.stream({
  inputData: {
    value: "initial data",
  },
});

for await (const chunk of stream) {
  console.log(chunk);
}

Example workflow output​

Below is an example of events that may be emitted. Each event always includes a type and can include additional fields like from and payload.

{
  type: 'workflow-start',
  runId: '221333ed-d9ee-4737-922b-4ab4d9de73e6',
  from: 'WORKFLOW',
  // ...
}
{
  type: 'workflow-step-start',
  runId: '221333ed-d9ee-4737-922b-4ab4d9de73e6',
  from: 'WORKFLOW',
  payload: {
    stepName: 'step-1',
    args: { value: 'initial data' },
    stepCallId: '9e8c5217-490b-4fe7-8c31-6e2353a3fc98',
    startedAt: 1755269732792,
    status: 'running'
  }
}