How We Built an Authenticated Local Loopback Bridge for Browser AI Chats

If you use web interfaces like ChatGPT, Claude.ai, or Gemini for complex engineering tasks, keeping the model informed of your repository state is cumbersome. You either upload messy zip files or copy-paste dozens of files manually.