Author demonstrates Claude Code agent in Python file

The author demonstrates how coding agents like Claude Code work by building a complete, functional coding agent in a single Python file using tool calling, a stateless language model loop, and security guardrails. The implementation supports multiple cloud and local providers, enforces permission rules to prevent dangerous actions, and manages token budgets through conversation summarization and tool-output clearing. Open article →