Trigger.dev is a TypeScript platform for durable background jobs and workflows that can run asynchronously with retries, scheduling, concurrency, and observability.

Who should use Trigger.dev?

It is best for developers building SaaS products, AI workflows, background jobs, and event-driven backend systems.

Can Trigger.dev run AI workflows?

Yes. It can orchestrate long-running AI tasks, agent workflows, data processing, and other background operations.

Does Trigger.dev handle retries?

Yes. Durable execution and built-in retry behavior are core parts of its workflow model.

Can Trigger.dev schedule jobs?

Yes. Scheduled and recurring background workflows are supported alongside event-triggered jobs.

What should teams consider?

Estimate execution volume, concurrency, runtime, idempotency, provider costs, and how background failures should be handled before scaling.

Trigger.dev

Name: Trigger.dev
Brand: Trigger.dev

Durable task platform for AI agents, background jobs, cron, and workflows.

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What is Trigger.dev?

TL;DR

Trigger.dev is a TypeScript background-job and workflow platform for running reliable AI tasks, long-running workflows, scheduled jobs, retries, and event-driven backend work without managing worker infrastructure.

Run long tasks with no timeout limits
Build durable AI agent workflows and background jobs
Includes queues, schedules, realtime, and observability

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About

Trigger.dev is a developer platform for running durable background tasks, AI agent workflows, scheduled jobs, queues, and async automation without managing infrastructure. It is built for code-first developers who need tasks that can run reliably for minutes, hours, or longer without typical serverless timeout problems. The platform is especially useful for AI agents because agent runs can involve multiple tool calls, retries, waits, streaming responses, and long-running work. Trigger.dev supports durable execution, realtime updates, observability, alerts, concurrency controls, schedules, and framework-friendly developer workflows. For SaaS founders, Trigger.dev is useful for AI scans, background workflows, onboarding automation, billing jobs, data processing, webhook handling, and production tasks that should not block a web request. It can be used as cloud infrastructure or self-hosted because it is open-source. For FutureStack, Trigger.dev fits Developer Tools because durable execution is becoming important for practical AI systems. It is best for developers and founders who need reliable task infrastructure for agentic products, long-running AI workflows, and production automation.

Use Cases

AI Background Jobs

Run long-running AI tasks outside the request cycle with retries, concurrency controls, and observable execution.

Scheduled AI Workflows

Schedule recurring research, reporting, content, or data-processing jobs without managing cron infrastructure.

Event-driven Automation

Trigger workflows from application events and coordinate multiple background steps reliably.

Agent Task Execution

Run durable agent workflows that may take minutes or hours and need retries, state, and monitoring.

Key Features

Run long tasks with no timeout limits
Build durable AI agent workflows and background jobs
Includes queues, schedules, realtime, and observability
Open-source and self-hostable with cloud plans

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