Scaling & Operating n8n · 30 min

Performance profiling a workflow

Find slow nodes, memory spikes, and payload-size bottlenecks before they hit production.

Key concepts

  • Execution time per node
  • Memory-heavy operations
  • Streaming vs. buffering binary data

Exercise

Profile a workflow processing 10k items and cut its runtime by batching and pruning fields early.

Official docs