"it runs on your computer" (backnotprop.com)

In a recent discussion, Andrej Karpathy emphasized the significance of Claude Code, portraying it as a local agent that operates directly on users' computers rather than being tethered to web platforms. This perspective challenges traditional views of agents, suggesting a shift in how AI agents are conceptualized and implemented, resembling a "mech suit" that connects remote intelligence to local operating systems. With capabilities like accessing files, executing commands, and manipulating system resources, Claude Code exemplifies a new class of agents that have the potential to redefine our interaction with software. Karpathy's insights highlight a growing trend in the AI/ML community towards developing agents that seamlessly integrate with existing operating systems, with implications for how applications will be built and utilized. The acquisition of Bun by Anthropic aligns with this vision, aiming to enhance the agentic runtime that empowers users to orchestrate complex tasks through command-line and Textual User Interfaces (TUIs). While some users are resistant to TUIs, Karpathy argues that they remain the most effective tools for managing concurrent operations, suggesting that future advancements in graphical user interfaces may take time and redefine how we interact with these evolving systems.