Beyond the IDE: Second-Generation AI Coding Software

AI-assisted coding software has evolved from first-gen autocomplete copilots to second-gen agentic tools that understand intent and operate within repositories. These tools boost productivity, simplify onboarding, and allow engineers to focus on architecture and higher-level design. The next generation promises system-wide intelligence, connecting code creation to runtime behavior and organizational knowledge for smarter, faster development.