Agentic SDLC: How OpenSearch accelerates engineering with its own engine

The OpenSearch team has developed four AI agents—Atlas, Ralph, Nitro, and Sentinel—to automate repetitive tasks throughout the software development lifecycle, ranging from knowledge management to on-call triage. To address the challenge of trusting AI-generated output, each agent is integrated into a specialized automated verification loop that validates results through methods like live integration testing, performance benchmarking, or human approval.