Developer Tools

AI coding agents are becoming more capable, but the way they connect to editors is still surprisingly fragmented. Imagine that an editor wants to support five coding agents. Without a shared protocol, the editor may need five custom integrations. Each integration has to handle prompts, streamed responses, file access, terminal output, tool calls, permissions, diffs, session history, and cancellation. The same problem exists on the other side. An agent developer who wants to support five editors may need to implement five different editor APIs. ...

When I use Claude Code, I am not just using a model that generates text. I am using a tool-driven coding environment that can inspect files, search code, edit content, run shell commands, and delegate work to subagents. That tool layer is the real reason Claude Code feels different to me from a normal chat UI. Instead of asking: Can the model explain my code? I can ask: Can the model inspect the repo, find the bug, patch the file, and run the command needed to verify the fix? ...