Architecting Multi-Agent DevOps Systems on AWS

Ved Prajapati, Principal Generative AI Architect and Founder of Vedaris, presents architectures for advanced AWS systems. One paper details enterprise Retrieval-Augmented Generation (RAG), addressing complex challenges like document ingestion, vector search, and scalability to ground AI responses in external knowledge. Another paper explores multi-agent DevOps systems, moving beyond deterministic pipelines. This approach utilizes specialized artificial intelligence agents to handle code review and security, overcoming the reliability and context management limitations of single autonomous agents.