Do I still need Zapier, Make or n8n now that Claude Code and Codex exist?
Short answer
You don't need them to build automations anymore, but they can help keep them running. In May 2026 I said skip them and just describe the workflow to Claude Code or Codex. By July my from-scratch workflows kept breaking, so now Codex builds them inside n8n as a sturdy frame. I never open n8n myself.
I've changed my mind on this one, so here are both sides. The answer depends a lot on how technical you are.
Why did I say you could skip them?
Make.com was very valuable before AI. In May 2026 I told a non-technical founder who had built her product workflow in Make that she could skip Make, Zapier and tools like them, and that skipping them might actually be better for her. Not because it saves $50 a month. Because if it's done right, it may be the better way to build.
n8n was super popular about a year before that, basically the AI version of Make.com. Then it felt dead to me. Why go to n8n when you can go to Codex or Claude Code and tell it what you want with your voice? You just talk to it. You don't go in and edit nodes.
As a test, I spent about a minute dictating her workflow to Codex to see what came out. My estimate: someone who knew what they were doing could have it up and running in about eight hours. It really wasn't complicated.
What changed my mind?
Breakage. I've been trying to build tons of workflow automations, like a daily email or Slack message that recaps everything I built the day before. Everybody on YouTube and Twitter says n8n is dead and Zapier's dead. And all I kept finding was that workflows like this break all the freaking time.
As a non-technical person, going straight to Codex or Claude and saying I want something like this just didn't come out well. I could get something working for a day or two, then it would stop and I wouldn't know why. I'm not going to spend four hours trying to get that working again.
Then I asked ChatGPT, which knows my workflows and the problems I've had, how much n8n would help. Its answer: a lot, because n8n gives exactly these workflows a sturdy, reliable structure, and I was trying to build everything from scratch.
How do I use n8n now?
"I am not going to use n8n as a human at all. I'm never even going to look at it."
I go into my agent or Codex and say I want a workflow that does something, and it builds it in n8n for me. Now that I've done this with n8n through Codex, it seems to be working. You do not need n8n or Zapier. For non-technical people like me, from what I've seen so far, it can help a lot. That's early, from about 36 hours.
Where does the AI agent fit?
On top of the plumbing. An agent framework by itself is too difficult and too complicated, and it will break. n8n by itself has no intelligence, no way of strategizing or taking unique actions. Put them together and you get a working plumbing system with an agent managing the plumbing system.
One caution. When I pitched this idea to an AI, it told me I was right. I always worry these things just tell me what I want to hear, so I told it to push back.
Does everyone agree?
No. Shane Brady, who runs AI for Media Brands, told me on my podcast that he stopped using Make, Zapier and n8n once the models got better. He hosts his agents on Railway with the code on GitHub, and he'd feed screenshots of n8n templates to Claude Code to recreate them. That route is open to anyone. I just found I needed the extra structure.
How did I learn n8n in the first place?
Cheaply. Back in 2025 I found a freelancer on Upwork for $15 an hour and paid him to build workflows. Even then, I saw n8n as a really powerful tool similar to Zapier, basically AI first, with others like Gumloop coming out. I expected MCP to make it easier for tools to talk to each other, so things wouldn't break as much.
Answered by TJ Larkin. From Local Media HQ podcast conversations, client and partner calls, and my own AI chats, 2025-2026. Last updated .