Why Fine-Tuning Is Staging a Comeback Over RAG The Hidden Maintenance Burden of RAG Systems RAG pipelines promise quick knowledge injection, yet real deployments reveal relentless overhead. Teams at Shopify discovered that keeping vector stores fresh required 22 hours of engineering time each week just to handle catalog updates and embedding refreshes. That constant upkeep turned into a 58%...