When AI Chooses For You: The Silent Tech Debt in Generated Code

As AI code generation becomes mainstream, developers face a critical challenge: models make implicit architectural choices that appear convenient initially but accumulate hidden maintenance burdens in production systems. This article reveals how even functionally correct code can hide dangerous assumptions about API contracts, file handling, and response formats—illustrating why understanding and controlling these implicit decisions through tools like VDG protocol is essential for sustainable software development.