Agentic Engineering: How Swarms of AI Agents Are Redefining Software Engineering

Cisco engineers Renuka Kumar and Prashanth Ramagopal propose an agentic engineering system using LangChain tools to enable coordinated AI agent teams that mirror real-world software engineering processes, aiming to improve end-to-end software delivery rather than just coding speed. This system emphasizes multi-agent collaboration, shared context, and accountability to automate and orchestrate software development stages.