n8n

What it is, in plain English

n8n is a workflow automation platform pitched at technical teams who want speed without giving up control. You build flows in a UI, drop in JavaScript or Python when needed, inspect inputs and outputs per step, and replay or mock data for debugging.

The homepage highlights AI evaluation inside workflows, enterprise features like on-prem, SSO, LDAP, secrets, RBAC, audit logs, Git-based versioning, and a very large integration list plus active open-source community scale.

How we use it on real work

We use n8n to glue sequencers, CRMs, enrichment tools, and spreadsheets when off-the-shelf sync is not enough, then keep outreach reporting elsewhere.

• Document each workflow owner and failure alert path before going live.
• Use human-in-the-loop steps for anything that could spam contacts.
• Version workflows like code when multiple people edit them.
• Log sync decisions so RevOps can audit what hit the CRM.

How we teach it in the community

Beginners sync one object (for example leads) one way. Advanced students branch on enrichment quality and bounce flags.

• Exercise: n8n versus Zapier for a three-step CRM to sequencer handoff.
• Discuss self-hosted n8n for data residency requirements.
• Workshop: test harness patterns so bad API changes do not silently pass.

Good fit, and when we’d pick something else

n8n fits teams with technical owners who need flexible automation beyond simple triggers.

• Good when: RevOps can maintain workflows and wants code escape hatches.
• Good when: you need on-prem or strict security controls.
• Skip when: no one can own uptime, logs, and credential rotation.
• Skip when: a simple native integration already covers the use case.