← ALL INSPIRATIONS
REFERENCE NOTE / 20AGENT WORKFLOWS

A TOOL WE STUDIED

Claude Code

An agent can discover context through targeted search and reads.

Design reference

01 / THE WORK

What we admire

Claude Code’s tool-driven workflow helped normalize a coding agent that explores the repository, edits files, and runs checks in one loop. Its review workflow also provides a clear comparison for AI-first review.

02 / THE LESSON

The principle that stayed

The path from task to change is observable, but an agent’s own confidence is not a verdict. Independent, executable checks and explicit coverage are needed before calling the task complete.

03 / OUR BOUNDARY

Where CodeVetter stands

CodeVetter can work with an installed Claude CLI and can evaluate its changes. It stores per-run evidence and does not treat a Claude review as independent proof of correctness.