Current fun: taking n8n flows and throwing them into Claude Code to implement. So far… it works MUCH BETTER than any prompt I’ve ever written.

It makes sense. It’s the kind of code structure AIs like. Everything already comes structured and, usually, CC even improves the process. It even dropped the ilovepdf service to do it directly with Python libraries.

Why am I doing this? I want to see if I can make the conversation between builder teams and the development team more fluid. I haven’t found the ideal process yet, but it looks like a good path!

Anyone else running experiments on how to improve this relationship between product builders and the development/infra team? CI/CD, handover, taking advantage of test environments… Those are some of the advantages I see here. Of course, for those who aren’t on lone-wolf projects!


Originally written in Portuguese and published on LinkedIn on March 16, 2026. I translated it into English with the help of AI (Claude): it let me bring my LinkedIn posts to people who don’t read Portuguese without rewriting each one from scratch. I reviewed the translation to keep my original meaning and tone.