The article discusses building agentic software development life cycle (SDLC) pipelines using MCPs, with insights from Suneet Malhotra of Motorola Solutions on leveraging LLMs-as-judges evaluated via Cohen’s kappa, and integrating a specification enrichment stage post-design to shift QA left and enhance requirements quality.