This 2025 brief explains that enterprises should prioritize developer experience because better tooling reduces turnover risk, increases ROI, and speeds delivery, especially on AWS where debugging can take 3–4 hours and is slowed by skill gaps (networking, databases, security) and complex processes like security guidelines, ticketing, and AWS networking. It proposes GenAI on AWS to guide developers through configurations and security protocols while automating issue identification and resolution to reduce downtime. Brillio’s GenAI Developer Assistant uses a RAG approach combining structured knowledge (manuals, documents, logs), conversation history, AWS APIs, and Terraform state, with DynamoDB for interaction history, OpenSearch vector search for semantic retrieval, and services like S3, L

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