trigger-dev

Trigger.dev - TypeScript Backend Task Specialist

Skills Overview

Trigger.dev experts help you build reliable background jobs, delivering an excellent developer experience and a TypeScript-first design philosophy.

Suitable Scenarios

AI Application Backend Jobs

When your AI application needs to handle long-running inference, batch data processing, or AI workflows that require automatic retries, Trigger.dev offers built-in AI integrations such as OpenAI and Anthropic. It supports automatic retries and error handling.

Asynchronous Jobs for Next.js Projects

For Next.js applications that need scheduled jobs, webhook callbacks, or background batch processing, Trigger.dev integrates seamlessly, providing type-safe APIs and a great developer experience.

Complex Workflow Orchestration

When you need to sync data across multiple services, integrate dozens of third-party APIs, or precisely control the execution order of tasks, Trigger.dev provides “a simplified Temporal” style task orchestration capability.

Core Features

Built-in Integrations and Automatic Retries

Offers world-class integrations for 20+ services such as OpenAI, Anthropic, Resend, and Stripe. Supports automatic retries, timeout control, and error handling—without having to manually write complex retry logic.

Scheduled Jobs and Webhook Handling

Supports scheduling tasks using Cron expressions, with built-in webhook receiving and verification to easily process callback notifications from third-party services.

Task Queues and Concurrency Control

Provides powerful task queue management, including concurrency limits, task prioritization, and batch processing—ensuring downstream services remain stable under high load.

FAQs

What is Trigger.dev?

Trigger.dev is a TypeScript-first backend job framework designed specifically for building reliable background jobs, AI workflows, and asynchronous tasks. It sits between a simple message queue and a complex orchestration system (such as Temporal), offering an excellent developer experience and type safety.

How do I integrate Trigger.dev into a Next.js project?

Integrating Trigger.dev into a Next.js project is just three steps: install the @trigger.dev/sdk package, run npx trigger.dev init to initialize configuration, and then define jobs in trigger.config.ts. The SDK automatically handles communication with Trigger.dev Cloud, providing real-time job monitoring and debugging capabilities.

How does Trigger.dev handle long-running tasks?

Trigger.dev supports wait.for() expressions to handle long-running tasks. Within a job, you can pause execution and resume after a specified time. For AI inference tasks that may run for several minutes, it’s recommended to set clear timeouts and use batch processing rather than looping waits to avoid memory issues. Also ensure the task payload is serializable—use plain objects instead of class instances or functions.