2 points, 0 comments on Hacker News
Source: [Hacker News](https://www.panasiti.me/blog/how-to-build-agentic-rag-with-rubyllm-and-rails/)
2 points, 0 comments on Hacker News
2 points, 0 comments on Hacker News
How AI is changing not just how people learn software development, but who gets to participate in it. A few months ago, a beginner with an idea for a game had two choices. They could spend weeks or months learning programming fundamentals before building anything meaningful.
Naive RAG passes the demo and fails the audit. The citation-guard pattern keeps fintech AI honest: retrieve with citations, quote numbers, abstain when unsure, verify before shipping. A wealth platform demoed an AI assistant that answered client questions in plain English.
3 points, 1 comments on Hacker News
TL;DR Most developers jump straight to building a SaaS product before they have any distribution. The product fails not because it is bad, but because nobody knows it exists. Services are not a consolation prize.