The Walled Garden Problem

Modern AI agents are powerful — but deliberately caged.

Tools like NemoClaw run AI subagents inside sandboxes: isolated environments where internet access is blocked, your local files are untouchable, and nothing persists between sessions. This is great for security. It's terrible when you actually need your AI …

How NemoClaw Works Under the Hood

You've built the sandbox. You've sent a Slack message from inside it. Now let's talk about why things work the way they do — and why certain things that seem like they should work, don't.

This post is about the architecture. Once you understand it …