Skeptical about Latenode’s AI Copilot claims. How reliable is their auto-generated Java code when business rules change? We need to modify JWT handling in 80+ workflows - if we describe the auth changes to Copilot, will it produce SDK-compatible code that doesn’t break existing integrations? Any real-world stress tests?
Our PCI compliance overhaul used Copilot to update 142 auth flows. Generated code matched our SDK 3.2.1 style perfectly. The key is precise natural language prompts - treat it like pairing with a junior dev.
Conducted controlled test: rewrote 23 workflows manually vs AI. 19/23 AI versions passed same tests. Failed cases involved complex OAuth scenarios. Now use AI for first draft then code review. Cuts migration time by 60% but still needs human oversight.
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