Trigger.dev
Trigger.dev is an open-source platform for background tasks and workflows in TypeScript that run without timeouts, support retries and waits, and can be self-hosted.
Trigger.dev runs long-running background tasks in TypeScript without the time limits of classic serverless functions. Tasks are resumable, versioned and traceable — exactly what agent work needs.
Explanation
Agentic work fits badly into an HTTP request: it takes minutes to hours, waits for external responses, fails at individual steps and must resume there. Trigger.dev offers tasks as code: defined steps, retries with backoff, waits without running cost, traceability per run. The difference from a queue is that state and version belong to the task — a new code version does not abort running work.
Marketing Relevance
Every serious AI feature in marketing is a background process: campaign analysis, bulk translation, image production, reindexing. Without reliable execution you get half-finished results nobody notices. Because the project is open source, self-hosting remains a solid option for data protection requirements.
Example
A campaign needs 240 creative variants in four languages. One task produces them step by step, automatically retries failed individual steps and reports at the end a list of results plus the three cases needing human review.
Common Pitfalls
Background tasks easily drop out of sight: without failure notifications, a flow can run half-broken for weeks. Second point: retries on model calls cost money, so caps and idempotency belong in the task definition, not in hope.
Origin & History
Trigger.dev emerged from 2023 as an answer to the time limits of serverless functions that AI workloads regularly hit. With longer agent runs, the "durable execution" category became a standard part of the stack from 2025.
Further Resources
Marketing Use Cases
Bulk production of variants for campaigns and markets.
Long-running agent runs with resumption after failures.
Scheduled analyses and knowledge base reindexing.
Frequently Asked Questions
Trigger.dev, Inngest or Temporal?
All three solve durable execution. Trigger.dev and Inngest are faster to adopt for TypeScript teams, Temporal is the heavyweight standard for complex, long-lived processes. The choice follows complexity, not fashion.
Can I self-host it?
Yes, the project is open source and designed for self-hosting. That is the usual route when data must not leave your environment.
Related Services
Go deeper: Agentic AI Hub · Governance & compliance