The era of “AI as text” is over. Execution is the new interface.

**The era of “AI as text” is over. Execution is the new interface.**

Over the past two years, most teams have interacted with AI the same way: provide text input, receive text output, and manually decide what to do next. But production software doesn’t operate on isolated exchanges. They plan steps, invoke tools, modify files, recover from errors, and adapt under constraints you define. As a developer, you’ve gotten used to using GitHub Copilot as your trusted AI in the IDE. But I bet you’ve thought more than once: “Why can’t I use this kind of agentic workflow inside my own apps too?” Now you can...

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