When the model has never seen your code

When an AI coding agent encounters proprietary code or internal SDKs unseen during training, it fabricates plausible but incorrect code instead of flagging uncertainty. The model finds the closest match in its training data and generates code as if that match were the actual technology, creating silent failures for developers.