ML//agent

- LLM + tools + planning loop.

LLM + tools + planning loop.

The model decides what to do, calls tools, observes results, decides next step.

AutoGPT was the hype cycle. Claude Code, Devin, Cursor are the grounded reality.

The shift from "model as oracle you query" to "model as worker you delegate to".