Armature vs VibeDrift

Armature helps your product get picked by coding agents such as Claude Code, Codex and Cursor. Then it shows you what users do with your product through AI, and runs evals...

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 Armature

Armature helps your product get picked by coding agents such as Claude Code, Codex and Cursor. Then it shows you what users do with your product through AI, and runs evals so it keeps working. A panel of repositories Coding agents reason from inside the repository they work in. Runs in sandboxes Inside each repository we run the coding agents your users use, in sandboxes, on real tasks. A service, run with you We take you from ignored to recommended, together: we propose the fixes, you review and ship them.

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.