CapyToolkit vs VibeDrift

Access a growing collection of free browser utilities for hardware testing, dev work, audio, and security. 100% client-side. Zero uploads. Try them now.

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 CapyToolkit

Access a growing collection of free browser utilities for hardware testing, dev work, audio, and security. 100% client-side. Zero uploads. Try them now. Looks like you already have the app installed, or you're browsing in a private/incognito window. The latest additions, already live and ready to run. No server can detect a dead pixel at coordinate (1847, 932) on your monitor. That class of test is physically impossible to run remotely. Pasting those into a random online formatter is a security decision most people make without thinking.

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.