Primary surface
- Liminal AI
- Desktop + web UI on your PC
- Lovable
- Browser-based app builder
Updated 2026-06-12
Lovable generates full-stack apps in the browser from prompts. Liminal is a desktop agent harness for existing repos, integrations, and long-running autonomous work on your machine.
Lovable and similar vibe-coding tools excel at rapid UI prototypes and hosted demos when you do not yet have a repo or DevOps pipeline.
Liminal fits engineering teams that need autonomous agents on real repositories: with approval gates, 500+ tools, optional managed inference, and audit-friendly session traces on local hardware.
FAQ
Yes: prototype in a vibe-coding tool, clone the repo, and run Liminal locally for tests, refactors, and integration automation.
Liminal focuses on the agent harness and your workspace. You deploy with your existing CI/CD; the agent helps build and verify, not replace hosting.