use case · founders
Ship software without an engineering team.
What founders use it for
- Prototyping an MVP without depending on an outside developer for every change.
- Reviewing AI-generated code before it lands, with a checkpoint to roll back to.
- Letting the app run all the safety checks automatically — no developer tools to learn.
- Keeping spend separate: subscription is fixed, provider usage is BYO-key.
What founders avoid
- Autopilot AI tools that ship broken code straight to production.
- Bundled-compute pricing where every prompt feels like a meter running.
- Cloud-only workflows that lose context when the network drops.