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Technical Comparison: n8n vs Windmill vs Temporal for Self-Hosted Workflow Automation

By

arcbjorn

7mo ago· 12 min readenInsight

Summary

This technical analysis compares three workflow automation platforms - n8n, Windmill, and Temporal - specifically for self-hosted deployments on 1-2 servers. The article examines architectural differences, memory footprints, database pressure patterns, failure recovery mechanisms, and implementation details often missing from documentation. It focuses on resource-constrained environments and provides practical insights for choosing the right orchestration approach based on specific deployment needs.

Key quotes

· 3 pulled
Most workflow automation starts simple: replacing a cron job. Six months later, that 'simple' workflow handles payment reconciliation across three external APIs with exactly-once delivery guarantees.
This analysis compares three fundamentally different orchestration approaches for 1-2 server deployments, examining memory footprints, database pressure patterns, failure recovery mechanisms, and implementation details often missing from documentation.
n8n (nodemation) represents the visual programming paradigm taken seriously.
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Comparing orchestration platforms for resource-constrained deployments.

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