Scaling DevOps with Machine Intelligence

To integrate AI effectively, you need to understand how Transformer architectures and vector embeddings fundamentally shift your infrastructure from basic automation to deep LLM observability. This paper walks you through those concepts, explaining how to deploy GenAI in serverless environments and teaching you when to engineer solutions beyond standard RAG or fine-tuning.