Small language models are increasingly used to generate commands for tools, shells, and workflows. Bash, a popular command-line interface, is powerful but tricky for models to master reliably. Errors in syntax or unsafe commands can cause big problems, especially as tasks grow more complex. Researchers are exploring ways to make these models safer and more

