trigger.dev

Trigger.dev provides a framework for creating background tasks and AI workflows in TypeScript without the timeout limitations typical of serverless platforms. It is designed specifically for AI agents, offering durability, automatic retries, and elastic scaling. Key capabilities include: - Long-running tasks: Execution without timeouts, supporting resource-heavy processes. - Durability & Reliability: Features checkpointing, automatic retries, and idempotency to ensure task completion. - Runtime Flexibility: Ability to customize build extensions to run system packages such as Python scripts, FFmpeg, and browsers. - Human-in-the-loop: Support for waitpoints and pauses that allow for human approval or feedback during workflow execution. - Real-time Capabilities: LLM streaming support and the ability to subscribe to run updates via a React hooks package. - Observability: Comprehensive logging, tracing, and monitoring for every job run, including error alerts. - Workflow Management: Support for cron schedules, concurrency rules, batch triggering, and structured input/output validation. - Deployment Options: Available as a fully-managed cloud service or via self-hosting using Docker or Kubernetes.