Local files → evidence → a reviewed change.
A question searches selected website sources in SQLite FTS5. Up to five passages, with file paths and line numbers, go to Qwen3.5 4B through Ollama on the Mac. Separate tools draft articles or propose one exact text replacement. The workspace shows the result and diff; an operator types the proposal ID to apply it to the local checkout.
Working local prototype. This portfolio describes the application; it does not expose the Mac or a public inference endpoint.
Inspect the local review screen