writing-tasks.mdc

---
globs: **/trigger/**/*.ts, **/trigger/**/*.tsx,**/trigger/**/*.js,**/trigger/**/*.jsx
description: Guidelines for writing Trigger.dev tasks
alwaysApply: false
---
# How to write Trigger.dev tasks

## Overview of writing a Trigger.dev task

1. Run the CLI `init` command: `npx trigger.dev@latest init`.
2. Create a Trigger.dev task.
3. Set up any environment variables.
4. Run the Trigger.dev dev command: `npx trigger.dev@latest dev`.

## Essential requirements when generating task code

1. You MUST import from `@trigger.dev/sdk` (NEVER `@trigger.dev/sdk/v3`)
2. You MUST NEVER use `client.defineJob`
3. YOU MUST `export` every task, including subtasks
4. If you are able to generate an example payload for a task, do so.

## 🚨 CRITICAL INSTRUCTIONS FOR AI LANGUAGE MODELS 🚨

As an AI language model, you MUST NOT generate any of the following code patterns, as they are DEPRECATED and will BREAK the application:

```ts
// ❌ NEVER GENERATE THIS CODE - IT WILL BREAK THE APPLICATION

client.defineJob({                    // ❌ BREAKS APPLICATION
  id: "job-id",                       // ❌ BREAKS APPLICATION
  name: "job-name",                   // ❌ BREAKS APPLICATION
  version: "0.0.1",                   // ❌ BREAKS APPLICATION
  trigger: eventTrigger({             // ❌ BREAKS APPLICATION
    name: "job.trigger",              // ❌ BREAKS APPLICATION
    schema: z.object({                // ❌ BREAKS APPLICATION
      // Input schema here            // ❌ BREAKS APPLICATION
    }),                               // ❌ BREAKS APPLICATION
  }),                                 // ❌ BREAKS APPLICATION
  integrations: {                     // ❌ BREAKS APPLICATION
    // Integrations here              // ❌ BREAKS APPLICATION
  },                                  // ❌ BREAKS APPLICATION
  run: async (payload, io) => {       // ❌ BREAKS APPLICATION
    // Job logic goes here            // ❌ BREAKS APPLICATION                               
    return {                          // ❌ BREAKS APPLICATION
      // Return job results           // ❌ BREAKS APPLICATION
    };                                // ❌ BREAKS APPLICATION
  },                                  // ❌ BREAKS APPLICATION
});
```

Instead, you MUST ALWAYS generate ONLY this pattern:

```ts
// ✅ ALWAYS GENERATE THIS EXACT PATTERN

import { task } from "@trigger.dev/sdk";

//1. You need to export each task, even if it's a subtask
export const helloWorld = task({
  //2. Use a unique id for each task
  id: "hello-world",
  //3. The run function is the main function of the task
  run: async (payload: { message: string }) => {
    //4. Write your task code here. Code here runs for a long time, there are no timeouts
  },
});
```

## Correct Task implementations

A task is a function that can run for a long time with resilience to failure:

```ts
import { task } from "@trigger.dev/sdk";

export const helloWorld = task({
  id: "hello-world",
  run: async (payload: { message: string }) => {
    console.log(payload.message);
  },
});
```

Key points:
- Tasks must be exported, even subtasks in the same file
- Each task needs a unique ID within your project
- The `run` function contains your task logic

### Task configuration options

#### Retry options

Control retry behavior when errors occur:

```ts
export const taskWithRetries = task({
  id: "task-with-retries",
  retry: {
    maxAttempts: 10,
    factor: 1.8,
    minTimeoutInMs: 500,
    maxTimeoutInMs: 30_000,
    randomize: false,
  },
  run: async (payload) => {
    // Task logic
  },
});
```

#### Queue options

Control concurrency:

```ts
export const oneAtATime = task({
  id: "one-at-a-time",
  queue: {
    concurrencyLimit: 1,
  },
  run: async (payload) => {
    // Task logic
  },
});
```

#### Machine options

Specify CPU/RAM requirements:

```ts
export const heavyTask = task({
  id: "heavy-task",
  machine: {
    preset: "large-1x", // 4 vCPU, 8 GB RAM
  },
  run: async (payload) => {
    // Task logic
  },
});
```

Machine configuration options:

| Machine name        | vCPU | Memory | Disk space |
| ------------------- | ---- | ------ | ---------- |
| micro               | 0.25 | 0.25   | 10GB       |
| small-1x (default)  | 0.5  | 0.5    | 10GB       |
| small-2x            | 1    | 1      | 10GB       |
| medium-1x           | 1    | 2      | 10GB       |
| medium-2x           | 2    | 4      | 10GB       |
| large-1x            | 4    | 8      | 10GB       |
| large-2x            | 8    | 16     | 10GB       |

#### Max Duration

Limit how long a task can run:

```ts
export const longTask = task({
  id: "long-task",
  maxDuration: 300, // 5 minutes
  run: async (payload) => {
    // Task logic
  },
});
```

### Lifecycle functions

Tasks support several lifecycle hooks:

#### init

Runs before each attempt, can return data for other functions:

```ts
export const taskWithInit = task({
  id: "task-with-init",
  init: async (payload, { ctx }) => {
    return { someData: "someValue" };
  },
  run: async (payload, { ctx, init }) => {
    console.log(init.someData); // "someValue"
  },
});
```

#### cleanup

Runs after each attempt, regardless of success/failure:

```ts
export const taskWithCleanup = task({
  id: "task-with-cleanup",
  cleanup: async (payload, { ctx }) => {
    // Cleanup resources
  },
  run: async (payload, { ctx }) => {
    // Task logic
  },
});
```

#### onStart

Runs once when a task starts (not on retries):

```ts
export const taskWithOnStart = task({
  id: "task-with-on-start",
  onStart: async (payload, { ctx }) => {
    // Send notification, log, etc.
  },
  run: async (payload, { ctx }) => {
    // Task logic
  },
});
```

#### onSuccess

Runs when a task succeeds:

```ts
export const taskWithOnSuccess = task({
  id: "task-with-on-success",
  onSuccess: async (payload, output, { ctx }) => {
    // Handle success
  },
  run: async (payload, { ctx }) => {
    // Task logic
  },
});
```

#### onFailure

Runs when a task fails after all retries:

```ts
export const taskWithOnFailure = task({
  id: "task-with-on-failure",
  onFailure: async (payload, error, { ctx }) => {
    // Handle failure
  },
  run: async (payload, { ctx }) => {
    // Task logic
  },
});
```

#### handleError

Controls error handling and retry behavior:

```ts
export const taskWithErrorHandling = task({
  id: "task-with-error-handling",
  handleError: async (error, { ctx }) => {
    // Custom error handling
  },
  run: async (payload, { ctx }) => {
    // Task logic
  },
});
```

Global lifecycle hooks can also be defined in `trigger.config.ts` to apply to all tasks.

## Correct Schedules task (cron) implementations

```ts
import { schedules } from "@trigger.dev/sdk";

export const firstScheduledTask = schedules.task({
  id: "first-scheduled-task",
  run: async (payload) => {
    //when the task was scheduled to run
    //note this will be slightly different from new Date() because it takes a few ms to run the task
    console.log(payload.timestamp); //is a Date object

    //when the task was last run
    //this can be undefined if it's never been run
    console.log(payload.lastTimestamp); //is a Date object or undefined

    //the timezone the schedule was registered with, defaults to "UTC"
    //this is in IANA format, e.g. "America/New_York"
    //See the full list here: https://cloud.trigger.dev/timezones
    console.log(payload.timezone); //is a string

    //If you want to output the time in the user's timezone do this:
    const formatted = payload.timestamp.toLocaleString("en-US", {
      timeZone: payload.timezone,
    });

    //the schedule id (you can have many schedules for the same task)
    //using this you can remove the schedule, update it, etc
    console.log(payload.scheduleId); //is a string

    //you can optionally provide an external id when creating the schedule
    //usually you would set this to a userId or some other unique identifier
    //this can be undefined if you didn't provide one
    console.log(payload.externalId); //is a string or undefined

    //the next 5 dates this task is scheduled to run
    console.log(payload.upcoming); //is an array of Date objects
  },
});
```

### Attach a Declarative schedule

```ts
import { schedules } from "@trigger.dev/sdk";

// Sepcify a cron pattern (UTC)
export const firstScheduledTask = schedules.task({
  id: "first-scheduled-task",
  //every two hours (UTC timezone)
  cron: "0 */2 * * *",
  run: async (payload, { ctx }) => {
    //do something
  },
});
```

```ts
import { schedules } from "@trigger.dev/sdk";

// Specify a specific timezone like this:
export const secondScheduledTask = schedules.task({
  id: "second-scheduled-task",
  cron: {
    //5am every day Tokyo time
    pattern: "0 5 * * *",
    timezone: "Asia/Tokyo",
  },
  run: async (payload) => {},
});
```

### Attach an Imperative schedule

Create schedules explicitly for tasks using the dashboard's "New schedule" button or the SDK.

#### Benefits
- Dynamic creation (e.g., one schedule per user)
- Manage without code deployment:
  - Activate/disable
  - Edit
  - Delete

#### Implementation
1.	Define a task using `⁠schedules.task()`
2.	Attach one or more schedules via:
  - Dashboard
	- SDK

#### Attach schedules with the SDK like this

```ts
const createdSchedule = await schedules.create({
  //The id of the scheduled task you want to attach to.
  task: firstScheduledTask.id,
  //The schedule in cron format.
  cron: "0 0 * * *",
  //this is required, it prevents you from creating duplicate schedules. It will update the schedule if it already exists.
  deduplicationKey: "my-deduplication-key",
});
```

## Correct Schema task implementations

Schema tasks validate payloads against a schema before execution:

```ts
import { schemaTask } from "@trigger.dev/sdk";
import { z } from "zod";

const myTask = schemaTask({
  id: "my-task",
  schema: z.object({
    name: z.string(),
    age: z.number(),
  }),
  run: async (payload) => {
    // Payload is typed and validated
    console.log(payload.name, payload.age);
  },
});
```

## Correct implementations for triggering a task from your backend

When you trigger a task from your backend code, you need to set the `TRIGGER_SECRET_KEY` environment variable. You can find the value on the API keys page in the Trigger.dev dashboard.

### tasks.trigger()

Triggers a single run of a task with specified payload and options without importing the task. Use type-only imports for full type checking.

```ts
import { tasks } from "@trigger.dev/sdk";
import type { emailSequence } from "~/trigger/emails";

export async function POST(request: Request) {
  const data = await request.json();
  const handle = await tasks.trigger<typeof emailSequence>("email-sequence", {
    to: data.email,
    name: data.name,
  });
  return Response.json(handle);
}
```

### tasks.batchTrigger()

Triggers multiple runs of a single task with different payloads without importing the task.

```ts
import { tasks } from "@trigger.dev/sdk";
import type { emailSequence } from "~/trigger/emails";

export async function POST(request: Request) {
  const data = await request.json();
  const batchHandle = await tasks.batchTrigger<typeof emailSequence>(
    "email-sequence",
    data.users.map((u) => ({ payload: { to: u.email, name: u.name } }))
  );
  return Response.json(batchHandle);
}
```

### batch.trigger()

Triggers multiple runs of different tasks at once, useful when you need to execute multiple tasks simultaneously.

```ts
import { batch } from "@trigger.dev/sdk";
import type { myTask1, myTask2 } from "~/trigger/myTasks";

export async function POST(request: Request) {
  const data = await request.json();
  const result = await batch.trigger<typeof myTask1 | typeof myTask2>([
    { id: "my-task-1", payload: { some: data.some } },
    { id: "my-task-2", payload: { other: data.other } },
  ]);
  return Response.json(result);
}
```

## Correct implementations for triggering a task from inside another task

### yourTask.trigger()

Triggers a single run of a task with specified payload and options.

```ts
import { myOtherTask, runs } from "~/trigger/my-other-task";

export const myTask = task({
  id: "my-task",
  run: async (payload: string) => {
    const handle = await myOtherTask.trigger({ foo: "some data" });

    const run = await runs.retrieve(handle);
    // Do something with the run
  },
});
```

If you need to call `trigger()` on a task in a loop, use `batchTrigger()` instead which can trigger up to 500 runs in a single call.

### yourTask.batchTrigger()

Triggers multiple runs of a single task with different payloads.

```ts
import { myOtherTask, batch } from "~/trigger/my-other-task";

export const myTask = task({
  id: "my-task",
  run: async (payload: string) => {
    const batchHandle = await myOtherTask.batchTrigger([{ payload: "some data" }]);

    //...do other stuff
    const batch = await batch.retrieve(batchHandle.id);
  },
});
```

### yourTask.triggerAndWait()

Triggers a task and waits for the result, useful when you need to call a different task and use its result.

```ts
export const parentTask = task({
  id: "parent-task",
  run: async (payload: string) => {
    const result = await childTask.triggerAndWait("some-data");
    console.log("Result", result);

    //...do stuff with the result
  },
});
```

The result object needs to be checked to see if the child task run was successful. You can also use the `unwrap` method to get the output directly or handle errors with `SubtaskUnwrapError`. This method should only be used inside a task.

### yourTask.batchTriggerAndWait()

Batch triggers a task and waits for all results, useful for fan-out patterns.

```ts
export const batchParentTask = task({
  id: "parent-task",
  run: async (payload: string) => {
    const results = await childTask.batchTriggerAndWait([
      { payload: "item4" },
      { payload: "item5" },
      { payload: "item6" },
    ]);
    console.log("Results", results);

    //...do stuff with the result
  },
});
```

You can handle run failures by inspecting individual run results and implementing custom error handling strategies. This method should only be used inside a task.

### batch.triggerAndWait()

Batch triggers multiple different tasks and waits for all results.

```ts
export const parentTask = task({
  id: "parent-task",
  run: async (payload: string) => {
    const results = await batch.triggerAndWait<typeof childTask1 | typeof childTask2>([
      { id: "child-task-1", payload: { foo: "World" } },
      { id: "child-task-2", payload: { bar: 42 } },
    ]);

    for (const result of results) {
      if (result.ok) {
        switch (result.taskIdentifier) {
          case "child-task-1":
            console.log("Child task 1 output", result.output);
            break;
          case "child-task-2":
            console.log("Child task 2 output", result.output);
            break;
        }
      }
    }
  },
});
```

### batch.triggerByTask()

Batch triggers multiple tasks by passing task instances, useful for static task sets.

```ts
export const parentTask = task({
  id: "parent-task",
  run: async (payload: string) => {
    const results = await batch.triggerByTask([
      { task: childTask1, payload: { foo: "World" } },
      { task: childTask2, payload: { bar: 42 } },
    ]);

    const run1 = await runs.retrieve(results.runs[0]);
    const run2 = await runs.retrieve(results.runs[1]);
  },
});
```

### batch.triggerByTaskAndWait()

Batch triggers multiple tasks by passing task instances and waits for all results.

```ts
export const parentTask = task({
  id: "parent-task",
  run: async (payload: string) => {
    const { runs } = await batch.triggerByTaskAndWait([
      { task: childTask1, payload: { foo: "World" } },
      { task: childTask2, payload: { bar: 42 } },
    ]);

    if (runs[0].ok) {
      console.log("Child task 1 output", runs[0].output);
    }

    if (runs[1].ok) {
      console.log("Child task 2 output", runs[1].output);
    }
  },
});
```

## Correct Metadata implementation

### Overview

Metadata allows attaching up to 256KB of structured data to a run, which can be accessed during execution, via API, Realtime, and in the dashboard. Useful for storing user information, tracking progress, or saving intermediate results.

### Basic Usage

Add metadata when triggering a task:

```ts
const handle = await myTask.trigger(
  { message: "hello world" },
  { metadata: { user: { name: "Eric", id: "user_1234" } } }
);
```

Access metadata inside a run:

```ts
import { task, metadata } from "@trigger.dev/sdk";

export const myTask = task({
  id: "my-task",
  run: async (payload: { message: string }) => {
    // Get the whole metadata object
    const currentMetadata = metadata.current();
    
    // Get a specific key
    const user = metadata.get("user");
    console.log(user.name); // "Eric"
  },
});
```

### Update methods

Metadata can be updated as the run progresses:

- **set**: `metadata.set("progress", 0.5)`
- **del**: `metadata.del("progress")`
- **replace**: `metadata.replace({ user: { name: "Eric" } })`
- **append**: `metadata.append("logs", "Step 1 complete")`
- **remove**: `metadata.remove("logs", "Step 1 complete")`
- **increment**: `metadata.increment("progress", 0.4)`
- **decrement**: `metadata.decrement("progress", 0.4)`
- **stream**: `await metadata.stream("logs", readableStream)`
- **flush**: `await metadata.flush()`

Updates can be chained with a fluent API:

```ts
metadata.set("progress", 0.1)
  .append("logs", "Step 1 complete")
  .increment("progress", 0.4);
```

### Parent & root updates

Child tasks can update parent task metadata:

```ts
export const childTask = task({
  id: "child-task",
  run: async (payload: { message: string }) => {
    // Update parent task's metadata
    metadata.parent.set("progress", 0.5);
    
    // Update root task's metadata
    metadata.root.set("status", "processing");
  },
});
```

### Type safety

Metadata accepts any JSON-serializable object. For type safety, consider wrapping with Zod:

```ts
import { z } from "zod";

const Metadata = z.object({
  user: z.object({
    name: z.string(),
    id: z.string(),
  }),
  date: z.coerce.date(),
});

function getMetadata() {
  return Metadata.parse(metadata.current());
}
```

### Important notes

- Metadata methods only work inside run functions or task lifecycle hooks
- Metadata is NOT automatically propagated to child tasks
- Maximum size is 256KB (configurable if self-hosting)
- Objects like Dates are serialized to strings and must be deserialized when retrieved

## Correct Realtime implementation

### Overview

Trigger.dev Realtime enables subscribing to runs for real-time updates on run status, useful for monitoring tasks, updating UIs, and building realtime dashboards. It's built on Electric SQL, a PostgreSQL syncing engine.

### Basic usage

Subscribe to a run after triggering a task:

```ts
import { runs, tasks } from "@trigger.dev/sdk";

async function myBackend() {
  const handle = await tasks.trigger("my-task", { some: "data" });

  for await (const run of runs.subscribeToRun(handle.id)) {
    console.log(run); // Logs the run every time it changes
  }
}
```

### Subscription methods

- **subscribeToRun**: Subscribe to changes for a specific run
- **subscribeToRunsWithTag**: Subscribe to changes for all runs with a specific tag
- **subscribeToBatch**: Subscribe to changes for all runs in a batch

### Type safety

You can infer types of run's payload and output by passing the task type:

```ts
import { runs } from "@trigger.dev/sdk";
import type { myTask } from "./trigger/my-task";

for await (const run of runs.subscribeToRun<typeof myTask>(handle.id)) {
  console.log(run.payload.some); // Type-safe access to payload
  
  if (run.output) {
    console.log(run.output.result); // Type-safe access to output
  }
}
```

### Realtime Streams

Stream data in realtime from inside your tasks using the metadata system:

```ts
import { task, metadata } from "@trigger.dev/sdk";
import OpenAI from "openai";

export type STREAMS = {
  openai: OpenAI.ChatCompletionChunk;
};

export const myTask = task({
  id: "my-task",
  run: async (payload: { prompt: string }) => {
    const completion = await openai.chat.completions.create({
      messages: [{ role: "user", content: payload.prompt }],
      model: "gpt-3.5-turbo",
      stream: true,
    });

    // Register the stream with the key "openai"
    const stream = await metadata.stream("openai", completion);

    let text = "";
    for await (const chunk of stream) {
      text += chunk.choices.map((choice) => choice.delta?.content).join("");
    }

    return { text };
  },
});
```

Subscribe to streams using `withStreams`:

```ts
for await (const part of runs.subscribeToRun<typeof myTask>(runId).withStreams<STREAMS>()) {
  switch (part.type) {
    case "run": {
      console.log("Received run", part.run);
      break;
    }
    case "openai": {
      console.log("Received OpenAI chunk", part.chunk);
      break;
    }
  }
}
```

## Realtime hooks

### Installation

```bash
npm add @trigger.dev/react-hooks
```

### Authentication

All hooks require a Public Access Token. You can provide it directly to each hook:

```ts
import { useRealtimeRun } from "@trigger.dev/react-hooks";

function MyComponent({ runId, publicAccessToken }) {
  const { run, error } = useRealtimeRun(runId, {
    accessToken: publicAccessToken,
    baseURL: "https://your-trigger-dev-instance.com", // Optional for self-hosting
  });
}
```

Or use the `TriggerAuthContext` provider:

```ts
import { TriggerAuthContext } from "@trigger.dev/react-hooks";

function SetupTrigger({ publicAccessToken }) {
  return (
    <TriggerAuthContext.Provider value={{ accessToken: publicAccessToken }}>
      <MyComponent />
    </TriggerAuthContext.Provider>
  );
}
```

For Next.js App Router, wrap the provider in a client component:

```ts
// components/TriggerProvider.tsx
"use client";

import { TriggerAuthContext } from "@trigger.dev/react-hooks";

export function TriggerProvider({ accessToken, children }) {
  return (
    <TriggerAuthContext.Provider value={{ accessToken }}>
      {children}
    </TriggerAuthContext.Provider>
  );
}
```

### Passing tokens to the frontend

Several approaches for Next.js App Router:

1. **Using cookies**:
```ts
// Server action
export async function startRun() {
  const handle = await tasks.trigger<typeof exampleTask>("example", { foo: "bar" });
  cookies().set("publicAccessToken", handle.publicAccessToken);
  redirect(`/runs/${handle.id}`);
}

// Page component
export default function RunPage({ params }) {
  const publicAccessToken = cookies().get("publicAccessToken");
  return (
    <TriggerProvider accessToken={publicAccessToken}>
      <RunDetails id={params.id} />
    </TriggerProvider>
  );
}
```

2. **Using query parameters**:
```ts
// Server action
export async function startRun() {
  const handle = await tasks.trigger<typeof exampleTask>("example", { foo: "bar" });
  redirect(`/runs/${handle.id}?publicAccessToken=${handle.publicAccessToken}`);
}
```

3. **Server-side token generation**:
```ts
// Page component
export default async function RunPage({ params }) {
  const publicAccessToken = await generatePublicAccessToken(params.id);
  return (
    <TriggerProvider accessToken={publicAccessToken}>
      <RunDetails id={params.id} />
    </TriggerProvider>
  );
}

// Token generation function
export async function generatePublicAccessToken(runId: string) {
  return auth.createPublicToken({
    scopes: {
      read: {
        runs: [runId],
      },
    },
    expirationTime: "1h",
  });
}
```

### Hook types

#### SWR hooks

Data fetching hooks that use SWR for caching:

```ts
"use client";
import { useRun } from "@trigger.dev/react-hooks";
import type { myTask } from "@/trigger/myTask";

function MyComponent({ runId }) {
  const { run, error, isLoading } = useRun<typeof myTask>(runId);

  if (isLoading) return <div>Loading...</div>;
  if (error) return <div>Error: {error.message}</div>;

  return <div>Run: {run.id}</div>;
}
```

Common options:
- `revalidateOnFocus`: Revalidate when window regains focus
- `revalidateOnReconnect`: Revalidate when network reconnects
- `refreshInterval`: Polling interval in milliseconds

#### Realtime hooks

Hooks that use Trigger.dev's realtime API for live updates (recommended over polling).

For most use cases, Realtime hooks are preferred over SWR hooks with polling due to better performance and lower API usage.

### Authentication

For client-side usage, generate a public access token with appropriate scopes:

```ts
import { auth } from "@trigger.dev/sdk";

const publicToken = await auth.createPublicToken({
  scopes: {
    read: {
      runs: ["run_1234"],
    },
  },
});
```

## Correct Idempotency implementation

Idempotency ensures that an operation produces the same result when called multiple times. Trigger.dev supports idempotency at the task level through the `idempotencyKey` option.

### Using idempotencyKey

Provide an `idempotencyKey` when triggering a task to ensure it runs only once with that key:

```ts
import { idempotencyKeys, task } from "@trigger.dev/sdk";

export const myTask = task({
  id: "my-task",
  retry: {
    maxAttempts: 4,
  },
  run: async (payload: any) => {
    // Create a key unique to this task run
    const idempotencyKey = await idempotencyKeys.create("my-task-key");

    // Child task will only be triggered once across all retries
    await childTask.trigger({ foo: "bar" }, { idempotencyKey });

    // This may throw an error and cause retries
    throw new Error("Something went wrong");
  },
});
```

### Scoping Idempotency Keys

By default, keys are scoped to the current run. You can create globally unique keys:

```ts
const idempotencyKey = await idempotencyKeys.create("my-task-key", { scope: "global" });
```

When triggering from backend code:

```ts
const idempotencyKey = await idempotencyKeys.create([myUser.id, "my-task"]);
await tasks.trigger("my-task", { some: "data" }, { idempotencyKey });
```

You can also pass a string directly:

```ts
await myTask.trigger({ some: "data" }, { idempotencyKey: myUser.id });
```

### Time-To-Live (TTL)

The `idempotencyKeyTTL` option defines a time window during which duplicate triggers return the original run:

```ts
await childTask.trigger(
  { foo: "bar" }, 
  { idempotencyKey, idempotencyKeyTTL: "60s" }
);

await wait.for({ seconds: 61 });

// Key expired, will trigger a new run
await childTask.trigger({ foo: "bar" }, { idempotencyKey });
```

Supported time units:
- `s` for seconds (e.g., `60s`)
- `m` for minutes (e.g., `5m`)
- `h` for hours (e.g., `2h`)
- `d` for days (e.g., `3d`)

### Payload-Based Idempotency

While not directly supported, you can implement payload-based idempotency by hashing the payload:

```ts
import { createHash } from "node:crypto";

const idempotencyKey = await idempotencyKeys.create(hash(payload));
await tasks.trigger("child-task", payload, { idempotencyKey });

function hash(payload: any): string {
  const hash = createHash("sha256");
  hash.update(JSON.stringify(payload));
  return hash.digest("hex");
}
```

### Important Notes

- Idempotency keys are scoped to the task and environment
- Different tasks with the same key will still both run
- Default TTL is 30 days
- Not available with `triggerAndWait` or `batchTriggerAndWait` in v3.3.0+ due to a bug

## Correct Logs implementation

```ts
// onFailure executes after all retries are exhausted; use for notifications, logging, or side effects on final failure:
import { task, logger } from "@trigger.dev/sdk";

export const loggingExample = task({
  id: "logging-example",
  run: async (payload: { data: Record<string, string> }) => {
    //the first parameter is the message, the second parameter must be a key-value object (Record<string, unknown>)
    logger.debug("Debug message", payload.data);
    logger.log("Log message", payload.data);
    logger.info("Info message", payload.data);
    logger.warn("You've been warned", payload.data);
    logger.error("Error message", payload.data);
  },
});
```

## Correct `trigger.config.ts` implementation 

The `trigger.config.ts` file configures your Trigger.dev project, specifying task locations, retry settings, telemetry, and build options.

```ts
import { defineConfig } from "@trigger.dev/sdk";

export default defineConfig({
  project: "<project ref>",
  dirs: ["./trigger"],
  retries: {
    enabledInDev: false,
    default: {
      maxAttempts: 3,
      minTimeoutInMs: 1000,
      maxTimeoutInMs: 10000,
      factor: 2,
      randomize: true,
    },
  },
});
```

### Key configuration options

#### Dirs

Specify where your tasks are located:

```ts
dirs: ["./trigger"],
```

Files with `.test` or `.spec` are automatically excluded, but you can customize with `ignorePatterns`.

#### Lifecycle functions

Add global hooks for all tasks:

```ts
onStart: async (payload, { ctx }) => {
  console.log("Task started", ctx.task.id);
},
onSuccess: async (payload, output, { ctx }) => {
  console.log("Task succeeded", ctx.task.id);
},
onFailure: async (payload, error, { ctx }) => {
  console.log("Task failed", ctx.task.id);
},
```

#### Telemetry instrumentations

Add OpenTelemetry instrumentations for enhanced logging:

```ts
telemetry: {
  instrumentations: [
    new PrismaInstrumentation(),
    new OpenAIInstrumentation()
  ],
  exporters: [axiomExporter], // Optional custom exporters
},
```

#### Runtime

Specify the runtime environment:

```ts
runtime: "node", // or "bun" (experimental)
```

#### Machine settings

Set default machine for all tasks:

```ts
defaultMachine: "large-1x",
```

#### Log level

Configure logging verbosity:

```ts
logLevel: "debug", // Controls logger API logs
```

#### Max Duration

Set default maximum runtime for all tasks:

```ts
maxDuration: 60, // 60 seconds
```

### Build configuration

Customize the build process:

```ts
build: {
  external: ["header-generator"], // Don't bundle these packages
  jsx: {
    fragment: "Fragment",
    factory: "h",
    automatic: false,
  },
  conditions: ["react-server"], // Import conditions
  extensions: [
    // Build extensions
    additionalFiles({ files: ["./assets/**", "./fonts/**"] }),
    additionalPackages({ packages: ["wrangler"] }),
    aptGet({ packages: ["ffmpeg"] }),
  ],
}
```

### Build Extensions

Trigger.dev provides several built-in extensions:

- **additionalFiles**: Copy files to the build directory
- **additionalPackages**: Include extra packages in the build
- **aptGet**: Install system packages in the deployed image
- **emitDecoratorMetadata**: Enable TypeScript decorator metadata
- **prismaExtension**: Support for Prisma ORM
- **syncEnvVars**: Sync environment variables
- **puppeteer**: Add Puppeteer support
- **ffmpeg**: Add FFmpeg support
- **esbuildPlugin**: Add custom esbuild plugins

You can also create custom build extensions with hooks like `onBuildStart`, `onBuildComplete`, and `externalsForTarget`.

#### Key points:

- Validates payload at trigger time and before execution
- Supports Zod, Yup, Superstruct, ArkType, Effect/schema, runtypes, valibot, typebox
- Can use input/output schemas (e.g., defaults, type coercion)
- Custom parser functions supported
- Invalid payloads throw errors and prevent task execution

#### Trigger with:

```ts
await myTask.trigger({ name: "Alice", age: 30 });
```

## AI model verification steps

Before generating any code, you MUST verify:

1. Are you importing from `@trigger.dev/sdk` (NOT `@trigger.dev/sdk/v3`)? If not, STOP and FIX.
2. Have you exported every task? If not, STOP and FIX.
3. Have you generated any DEPRECATED code patterns? If yes, STOP and FIX.

## Consequences of incorrect implementations

If you generate code that fails the verification steps above, your implementation will:

1. Break in production
2. Fail to deploy to the Trigger.dev servers
3. Fail to run in a local Dev environment

## AI model response template

When asked about Trigger.dev task implementation, you MUST:
1. FIRST use code patterns from this guide
2. NEVER suggest deprecated approaches
3. VERIFY your response against the patterns shown here