- Immediate need for production-grade backend features: Design Mode is front-end only and does not provide functional auth, databases, or integrations. For immediate backend requirements, start in Build/App mode or consider alternative stacks.
- Requirement for deterministic costs: Teams sensitive to usage-based spend or expecting extensive trial-and-error prompting should consider alternatives with clearer consumption caps or different pricing models.
- Redesigning an existing/imported application with minimal friction: Community feedback suggests Design Mode may be limited to new projects created through the Design tab; organizations expecting frictionless import and in-place redesign should validate capabilities.
- High-stakes regulatory or operational environments: Teams operating in regulated sectors or those with strict SDLC requirements should prefer conventional development processes with controlled AI assistance, or require stringent guardrails, backups, and staging/production separation.
- Existing mature design system and Figma-to-code pipeline: Organizations already invested in a design-first toolchain may find those workflows better aligned with their fidelity and governance needs.