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Wheels + Claude: Building a Feature via the stdio MCP

Peter Amiri

Wheels 4.0 ships a stdio MCP server that exposes the CLI to AI editors — not as a chat sidekick, but as a tool surface a model can call. This post walks the architecture (reflection over a single CFC), builds a commenting feature end-to-end via Claude, and is honest about the config-template drift I hit while writing it.

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