How AI Coding Agents Work: Tools, Tests and Human Review

How AI coding agents work: a developer IDE showing the shift from a code suggestion to an autonomous coding agent

A coding agent can inspect a repository, edit files, run tests and revise its work. The harder question is what it was allowed to do and what evidence makes the result safe to accept.