n8n or a Custom AI Agent? A Decision Framework That Actually Holds Up in Production

Description and use

<p>Most automation decisions get made backwards. Someone sees a slick demo, picks a tool, then bends the problem to fit it. Six months later you're maintaining a Frankenstein workflow nobody understands.</p> <p>The real question isn't "n8n or custom code?" It's "how much determinism do I need, and how often will this logic change?" Answer those two, and the stack picks itself.</p> <p>Let's break it down like engineers, not vendors.</p> <h2> What n8n is actually good at </h2> <p>n8n is a workflow orchestrator. You get a visual canvas, 400+ integrations, and a fair-code license you can self-host

Problem

<p>Most automation decisions get made backwards. Someone sees a slick demo, picks a tool, then bends the problem to fit it. Six months later you're maintaining a Frankenstein workflow nobody understands.</p> <p>The real question isn't "n8n or custom code?" It's "how much determinism do I need, and how often will this logic change?" Answer those two, and the stack picks itself.</p> <p>Let's break it down like engineers, not vendors.</p> <h2> What n8n is actually good at </h2> <p>n8n is a workflow orchestrator. You get a visual canvas, 400+ integrations, and a fair-code license you can self-host

Outcome

<p>Most automation decisions get made backwards. Someone sees a slick demo, picks a tool, then bends the problem to fit it. Six months later you're maintaining a Frankenstein workflow nobody understands.</p> <p>The real question isn't "n8n or custom code?" It's "how much determinism do I need, and how often will this logic change?" Answer those two, and the stack picks itself.</p> <p>Let's break it down like engineers, not vendors.</p> <h2> What n8n is actually good at </h2> <p>n8n is a workflow orchestrator. You get a visual canvas, 400+ integrations, and a fair-code license you can self-host

Evidence

n8n or a Custom AI Agent? A Decision Framework That Actually Holds Up in Production

Source