Render Workflows vs Trigger.dev: durable steps vs checkpointed tasks

Trigger.dev and Render Workflows are managed platforms for long-running background tasks that differ primarily in durability: Trigger.dev checkpoints an entire TypeScript task process during waits, while Render saves completed `ctx.step()` results so retries and infrastructure recovery skip finished work. Trigger.dev is suited to TypeScript applications with long waits, human approvals, scheduled jobs, live frontend updates, self-hosting needs, and tasks requiring no more than 16 GB of RAM; its waits can release compute resources and avoid compute billing. Render supports both Python and TypeScript, offers up to 8 CPUs and 32 GB of RAM per task, provides private networking with Render services, and is positioned for heavy data, AI, inference, parsing, and processing workloads, particularly where durable inline steps and Python-native execution are useful. Trigger.dev retries restart task code unless child tasks use idempotency keys, whereas Render can replay completed steps from saved results but requires deterministic step ordering. Both provide retries, logs, local development tools, per-second compute billing, and SOC 2 Type 2 compliance, while their HIPAA options differ. The platforms can also be combined by using Trigger.dev for orchestration and long waits and Render for high-memory or Python-based processing.

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