Three questions an “AI-native” development partner should be able to answer

I talk to a lot of companies evaluating "AI-native" development partners, and the label almost never survives three follow-up questions:

1. What percentage of your code is actually AI-generated? 2. What gate does it pass before a human sees it? 3. What happens when the AI is wrong?

Most vendors have a vague answer to all three. Ours: 80%+ AI-generated through the Xamun Software Factory, SonarQube quality gates, and human approval before anything ships.

If you're evaluating a development partner right now, these are the questions worth asking before you sign anything.

*First posted on [LinkedIn](https://www.linkedin.com/feed/update/urn:li:activity:7523988212667838464/).*