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April 20, 2026·3 min read

The most common mistake startups make building their AI MVP

Building everything before testing anything — burning runway on the unvalidated.

A hand holding a motivational mug with 'Make Mistakes' against a sunset in Lviv.

The mistake

The most common AI-MVP mistake is building everything before testing anything — burning runway on features no user has validated, instead of the one that proves demand.

The fix

  • Cut to the core thesis.
  • Ship it to real users fast.
  • Let evidence, not opinion, drive what's next.

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