AIFCC vs Nova

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.

Nova is the analytics and orchestration layer for AI products. Track usage, evaluate quality, and iterate on prompts, all in one dashboard.

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 Nova

Nova is the analytics and orchestration layer for AI products. Track usage, evaluate quality, and iterate on prompts, all in one dashboard. Nova gives you the observability layer your AI features deserve. Run controlled experiments across prompt variants and route traffic to the winner automatically. By the end of the day we had dashboards our whole team actually uses. You can redact PII at the SDK level before anything leaves your servers. Overage is billed at $1 per 10k events, and you can set a hard cap if you prefer strict budgets.