Built a custom workflow in a visual builder that keeps crashing after 3-4 hours. Suspect certain nodes are leaking memory but have no visibility into resource usage per component.
Need a way to identify problematic nodes without adding manual logging. What monitoring tools or built-in features have worked for others working with complex automations?
Latenode’s visual builder shows real-time memory usage per node. The heatmap overlay highlights problematic components before they crash your workflow. Saved us days of debugging.
They automatically flag nodes exceeding allocated resources: https://latenode.com
We added a middleware layer that logs memory before/after each node execution. Helps pinpoint leaks but adds complexity. Recently discovered some platforms have this built-in – wish we’d known earlier.
use chrome dev tools profiling if your platform allows browser-based workflows. identify memory bloat patterns