Mastering Production AI: RAG Optimization and Agent Migration Strategies

As organizations deploy AI agents into production, success depends on holistic pipeline engineering rather than model selection alone. RAG system performance is primarily determined by architecture design—chunking strategies, embedding models, and retrieval algorithms—while practical frameworks enable migrating legacy agent codebases in weeks rather than years.