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The AI Agent Tools Directory — Built for Builders. Discover, compare, and choose the best AI agent tools and builder resources.

  1. Home
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  3. Trigger.dev
Automation & Workflows🔴Developer
T

Trigger.dev

Open-source background job platform for AI agents providing long-running task execution, retries, and scheduling with serverless deployment.

Starting atFree
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💡

In Plain English

Run long-running tasks in the background reliably — perfect for AI workflows, data processing, and automation that takes time.

OverviewFeaturesPricingUse CasesLimitationsFAQSecurityAlternatives

Overview

Trigger.dev is an open-source background job platform that has become increasingly popular for running AI agent workloads. It provides the infrastructure for executing long-running tasks — exactly the kind of work AI agents do — with built-in retries, scheduling, concurrency control, and observability, all deployable as serverless functions.

The platform solves a fundamental problem in agent deployment: AI agent tasks often take seconds to minutes (or even hours for complex workflows), far exceeding typical serverless function timeouts and HTTP request limits. Trigger.dev provides long-running execution environments with configurable timeouts up to hours, automatic retries with exponential backoff, and real-time status updates.

Tasks are defined as TypeScript functions with decorators that specify retry behavior, timeout limits, concurrency settings, and scheduling. The developer experience is excellent — write your agent logic as a normal function, and Trigger.dev handles the infrastructure complexity of reliable background execution.

For AI agent use cases, Trigger.dev offers several critical features: task queuing for handling bursts of agent requests, fan-out/fan-in patterns for parallel agent execution, scheduled triggers for recurring agent tasks, and webhook triggers for event-driven agent activation. The platform includes built-in integrations with popular services and APIs.

The observability dashboard shows real-time task execution with detailed traces, making it easy to debug agent workflows. You can see exactly what each task did, how long each step took, and where failures occurred. This is essential for production agent systems where understanding execution flow is critical.

Trigger.dev offers both a cloud-hosted version and self-hosted deployment via Docker. The cloud version provides managed infrastructure with generous free tiers, while self-hosting gives full data control.

The platform has found strong adoption in AI agent deployments because it addresses the gap between 'my agent works in a notebook' and 'my agent runs reliably in production.' It handles the infrastructure concerns — execution duration, retries, scheduling, scaling, monitoring — that are orthogonal to agent logic but essential for production reliability.

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Key Features

Long-Running Task Execution+

Execute tasks lasting minutes to hours with configurable timeouts, far beyond serverless function limits.

Use Case:

Running a multi-step research agent that searches, analyzes, and synthesizes information over 10-15 minutes.

Automatic Retries+

Configurable retry policies with exponential backoff, jitter, and max retry limits for resilient agent execution.

Use Case:

Handling intermittent LLM API failures in a production agent by automatically retrying failed steps.

Fan-Out/Fan-In Patterns+

Trigger multiple parallel tasks and wait for all results, enabling concurrent agent execution and aggregation.

Use Case:

Running 10 research agents in parallel to gather information from different sources, then combining results.

Scheduled Triggers+

Cron-based scheduling for recurring agent tasks with timezone support and overlap prevention.

Use Case:

Running a daily competitive analysis agent that checks competitor websites every morning.

Real-Time Dashboard+

Observability interface showing task execution traces, timing, status, and failure details for debugging.

Use Case:

Investigating why an agent workflow failed by examining the detailed execution trace in the dashboard.

Concurrency Control+

Limit parallel executions per queue or globally to manage resource usage and API rate limits.

Use Case:

Limiting concurrent agent executions to stay within LLM API rate limits and control costs.

Pricing Plans

Open Source

Free

forever

  • ✓Self-hosted
  • ✓Core features
  • ✓Community support

Cloud / Pro

Check website for pricing

  • ✓Managed hosting
  • ✓Dashboard
  • ✓Team features
  • ✓Priority support

Enterprise

Contact sales

  • ✓SSO/SAML
  • ✓Dedicated support
  • ✓Custom SLA
  • ✓Advanced security

Ready to get started with Trigger.dev?

View Pricing Options →

Best Use Cases

🎯

Production agent deployment

Production agent deployment

⚡

Scheduled agent workflows

Scheduled agent workflows

🔧

Parallel agent execution

Parallel agent execution

🚀

Event-driven agent activation

Event-driven agent activation

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Trigger.dev doesn't handle well:

  • ⚠TypeScript only for task definitions
  • ⚠Free tier timeout limits
  • ⚠Not a workflow engine (no complex DAGs)
  • ⚠Agent-specific features are general-purpose

Pros & Cons

✓ Pros

  • ✓Solves long-running execution for agents
  • ✓Excellent developer experience
  • ✓Built-in retry and scheduling
  • ✓Strong observability
  • ✓Open-source self-hosted option

✗ Cons

  • ✗TypeScript-focused (no Python SDK)
  • ✗Free tier timeout may be limiting
  • ✗Cloud pricing can add up at scale
  • ✗Not agent-specific — general background job platform

Frequently Asked Questions

Why use Trigger.dev for AI agents?+

AI agents often need long-running execution, retries, scheduling, and concurrency control — exactly what Trigger.dev provides. It handles infrastructure complexity so you can focus on agent logic.

Can I use it with Python agents?+

Trigger.dev is TypeScript-native. Python agents can be triggered via HTTP/webhooks, but the task definition layer is TypeScript. For Python-native alternatives, consider Temporal or Prefect.

How does it compare to Temporal?+

Temporal is more powerful for complex workflow orchestration. Trigger.dev is simpler to get started with and better for teams that want quick deployment with less infrastructure overhead.

Can I self-host?+

Yes, Trigger.dev is open-source and can be self-hosted via Docker with all features available.

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Comparing Options?

See how Trigger.dev compares to Temporal and other alternatives

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Alternatives to Trigger.dev

Temporal

Automation & Workflows

Durable workflow orchestration platform for building reliable AI agent pipelines with automatic retries, state management, and fault tolerance.

Prefect

Automation & Workflows

Python-native workflow orchestration platform for building, scheduling, and monitoring AI agent pipelines with automatic retries and observability.

Modal

Deployment & Hosting

Serverless compute for model inference, jobs, and agent tools.

Inngest

Automation & Workflows

Event-driven workflow platform for building reliable AI agent pipelines with step functions, retries, and built-in AI middleware.

View All Alternatives & Detailed Comparison →

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Quick Info

Category

Automation & Workflows

Website

trigger.dev
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