The Smolagents Simplicity Postulate

tl;dr: the front page promises under a thousand lines, then links to 1.8k.

With [https://github.com/huggingface/smolagents](https://github.com/huggingface/smolagents) the agent writes a program, and the library runs it.

1. **Put the tests where the blast radius is**. The component that executes model-written code carries the largest test file in the repository. Across the project the test tree is as large as the code it covers. 2. **Make the action a program**. Rather than filling in a tool-call form, the agent emits Python. Loops, conditionals and nesting come free, and a hand-written interpreter with an import allowlist runs it. A keyword argument moves that execution into a container or a remote sandbox. 3. **Check the claim you link to**. The front page promises the agent logic stays under a thousand lines and links you to the file that holds it. The most basic promise being false, it gives that AI slop feeling.

**→ Challenge.** TBH, sooo many other more comprehensive solutions around... that aren't own by NVIDIA.