A lot of automation workflows look impressive until real usage starts hitting them. Everything works during testing: - triggers fire correctly - APIs connect - data moves where it should Then real users get involved and suddenly: - duplicate entries appear - timing issues start happening - edge cases break the logic - small failures compound quietly in the background One thing I’ve learned is that reliable automation is usually less about adding more nodes and more about simplifying decision paths inside the workflow. The simpler the structure, the easier it becomes to scale, debug, and maintain long term.