AIFCC vs VibeDrift

Claude Code, Codex, Gemini and MiMo run with full sudo inside a hardware-sandboxed Linux desktop on your Mac. The guest cannot escape, so your real Mac stays untouched.

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 AIFCC

Claude Code, Codex, Gemini and MiMo run with full sudo inside a hardware-sandboxed Linux desktop on your Mac. The guest cannot escape, so your real Mac stays untouched. No permission prompts, no babysitting - Claude Code, Codex, Gemini and MiMo install, configure, build and break things at full speed. That's safe to allow, because the whole computer is hardware-sandboxed: the worst an agent can lose is itself, never your Mac. Made to run agents with permission checks off - --dangerously-skip-permissions, --yolo and friends.

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.