Papercrane vs VibeDrift

Every analytics vendor is bolting an AI copilot onto their dashboards. Power BI has one. Tableau has one.

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it.

About Papercrane

Every analytics vendor is bolting an AI copilot onto their dashboards. Power BI has one. Tableau has one. They all work the same way: the human drives the old tool, and the AI sits in a sidebar making suggestions. I took the agent you already use and built the BI tool around it. papercrane-cli is a command line tool that gives Claude Code everything it needs to turn a business question into a live dashboard: authenticated access to your data, a real dashboard workspace, and a path to a link you can send to anyone.

About VibeDrift

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it. See exactly how it works, free to use and fully public. Mid-task, Claude Code and Cursor ask your codebase what it already does, and get an evidence-backed answer in under a second. With and without VibeDrift, graded by an independent pass, it only changes things when the model would've gotten it wrong, and we show where it did nothing.