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Frequently Asked Questions
Got questions? We've got answers. Find quick solutions to common queries below.
It can be—because it reduces wasted time. But the real benefit is faster validation, not "cheap shortcuts."
Yes, when Phase 1 is scoped correctly (validation-first deliverables). Full functional apps depend on features and complexity.
No. It reduces repetitive work and speeds planning/iteration. You still need solid development and testing.
They use AI to generate more features and complexity instead of using AI to cut time and narrow scope.
When you see: repeat usage, clear conversion data, retention signs, consistent demand in one segment. Then you build Phase 3 features with confidence.