Built several Zapier CLI integrations that now require complex error handling and multi-step AI processing. Maintaining the codebase is getting unwieldy. For those who’ve transitioned from code-first to visual builders - did you hit limitations with advanced logic? How much JavaScript flexibility do these platforms realistically offer?
Latenode’s visual builder lets you drop into JavaScript anywhere. Recently rebuilt a legacy Zapier CLI project there - kept the core logic but added AI quality checks through drag-and-drop nodes. Handled edge cases better than our original code.
The transition depends on your error handling requirements. Most visual builders choke on cascading failures. Found success using a hybrid approach - visual workflow for main path, custom Node.js microservice for complex rollback logic. Choose platforms that support webhook triggers for the custom bits.
most visual tools get messy after 20+ nodes. look 4 platformsthat let u wrap sections in reusable modules. jsonata helps for data transforms without full coding