
A coding agent looks like a language model with a code prompt. It isn't. An LLM emits probabilistic tokens; an autonomous coding agent navigates unfamiliar codebases, formulates hypotheses, executes shell commands, inspects compiler diagnostics, and repairs multi-file regressions...