AI Coding Agents Ecosystem Matures

Multiple new tools and frameworks for AI-assisted code review, agent infrastructure, and security monitoring. Includes Kodus AI (open-source, model-agnostic), custom GitLab code review agent, Conductor multiplayer workspaces, and Perplexity Numbat for monitoring risky agents. The ecosystem is rapidly evolving with a focus on reliability and control.