I built QuackStack to solve a simple problem: getting lost in giant codebases. It indexes your project using local AI embeddings and lets you ask questions directly to your code. No API calls. No leaks. No vendor lock-in.

It auto-generates context files for tools like Cursor, Windsurf, Cline, Continue & Aider, so your AI assistants instantly understand your codebase’s structure.

Check it out: https://quackstack.siddharththakkar.xyz