Dev Tools · 1h ago
AI Hallucinations? Blame Your Architecture, Not the Model
A developer building an AI validation engine found that hallucinations persisted despite prompt improvements. The root cause was the architecture forcing the model to infer information the system already knew. Adding a discovery layer to provide structured context before the LLM eliminated guessing and improved reliability.
Meridian48 take
The piece underscores a crucial but often overlooked principle: production-grade AI requires reducing the model's decision burden through thoughtful system design, not just better prompts.
ai-architecturellm-production