Software Is Cheap. Proof Is Not.

📰 Dev.to · App Foundry

AI makes software demos cheaper but proof and validation are still costly and crucial for success

intermediate Published 22 Jul 2026
Action Steps
  1. Build a working demo using AI-powered tools to reduce initial costs
  2. Run validation tests to ensure the demo meets requirements
  3. Configure proof of concept experiments to verify assumptions
  4. Test and iterate on the demo based on feedback and results
  5. Apply rigorous validation and proof processes to mitigate risks
Who Needs to Know This

Developers, product managers, and entrepreneurs benefit from understanding the implications of AI on software development costs and the importance of proof and validation

Key Insight

💡 While AI reduces demo costs, proof and validation remain essential and expensive steps in software development

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💡 AI makes demos cheap, but proof is pricey! Validate and test to avoid costly mistakes

Key Takeaways

AI makes software demos cheaper but proof and validation are still costly and crucial for success

Full Article

AI has made a working demo radically cheaper. That is useful. It is also dangerous, because a...
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