How AI Engineers Shrank Software Prompts by 80 Percent Without Losing Intelligence
In late 2025, an enterprise engineering audit at a leading financial technology firm revealed a stark reality: their flagship Retrieval-Augmented Generation (RAG) assistant was spending over $180,000 per month on API tokens. More troubling than the bill was the performance. Despite operating with st ...