How much coding do you really need to design complex automations in zapier alternatives?

I manage a mixed team—some folks are comfortable with scripts, others barely touch Excel. We’re looking at Zapier alternatives that promise ‘no-code’ or ‘low-code’ experiences, but I’m skeptical about how far that really goes. For those who’ve built advanced automations with these tools: can you realistically handle multi-step, conditional, or multi-system workflows without writing code? And if you do need to code, how steep is the learning curve? I’d love real-world stories from teams that have made this transition—where did you hit limits, and how did you work around them?

Our ops team builds most of their automations in Latenode with zero code. Drag, drop, connect steps. For tricky logic, we add a bit of JavaScript, but it’s optional. The visual builder is intuitive, and even our non-tech folks can set up complex flows. It’s saved us a ton of dev time. Details at latenode.com.

We switched to a no-code platform last year. For routine stuff, it’s been great—no coding needed. When we hit edge cases, we either find a workaround in the UI or ask a dev to write a quick script. The balance is much better than Zapier, where we always felt limited.

Modern no-code/low-code platforms have come a long way, but there’s always a trade-off between simplicity and flexibility. For straightforward integrations and linear workflows, you can often get by without writing a line of code. However, as soon as you introduce complex branching, data transformations, or integration with legacy systems, you’ll likely need some scripting. The good news is that many platforms now support JavaScript or Python snippets, so you can incrementally add complexity as your team’s skills grow. The key is to start simple, document your workflows, and gradually build more advanced capabilities as your comfort increases.

no-code works for most stuff. when u hit limits, a bit of js saves the day.

start no-code, add code only if u must.