Debug your Render services in Claude Code and Cursor.
Try Render MCPSmarter background jobs, right on queue
Model your batch processes and agentic workloads as
composable tasks. Branch, retry, and fan out with ease.
Lightweight SDKs
Define tasks and subtasks right in your code with clean, declarative syntax. No DSLs or YAML required.
Queue-based autoscaling
Add workers in seconds to handle “bursty” workloads. Scale down to zero when the task queue is empty.
Durable execution
Automatically retry failed tasks and surface failure patterns. Restore from stateful checkpoints without losing work.
Complete observability
Track, debug, and monitor runs in real time. Visualize bottlenecks in parallel runs with built-in instrumentation.