The Augmented Dev · Blog
Dynamics 365, Power Platform, AI, system design, and web development — filter by theme or search across every post.
Newsletter
One email per post. No spam, no tracking pixels, unsubscribe anytime.
2 of 69 articles tagged llm
Retrieval-augmented generation demos look great. Production RAG is a different engineering problem — chunking, hybrid retrieval, reranking, evaluation, and the failure modes nobody mentions at conferences.
LLM-powered pipelines break in the same ways old monoliths did — when you stack synchronous calls. Queues, events, and the patterns that make a six-step AI pipeline survive a partial outage.
