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How to be fearlessly AI native​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌‌‍​‌‍‌​​‌‍‌‍‌​​‍‌​‌​‌‍​‌​‍​​‍‌​‌‍‌‍‌‌‌‍​‍​‌‍​‍‌​‌​​​‍​‌​​​​‍‌​‍​‌‍‌‌‌‍‌‌​​‌​‍‌‌‍​‍​‌‌‌‍​‍​​​‍‌​​‌‌‍‌‌‌‍‌‍​​​​‌​​‌​​​‌​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌‌‍​‌‍‌​​‌‍‌‍‌​​‍‌​‌​‌‍​‌​‍​​‍‌​‌‍‌‍‌‌‌‍​‍​‌‍​‍‌​‌​​​‍​‌​​​​‍‌​‍​‌‍‌‌‌‍‌‌​​‌​‍‌‌‍​‍​‌‌‌‍​‍​​​‍‌​​‌‌‍‌‌‌‍‌‍​​​​‌​​‌​​​‌​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌

Ryan and McLaren Stanley discuss the transition to AI-native teams, the shift of code bottlenecks to testing and deployment, and the importance of robust validation for trust and fearless commits.

MAIN POINTS
  1. Transitioning teams to AI-native requires significant changes in processes and mindset.
  2. Code bottlenecks are moving downstream to testing and deployment stages.
  3. Robust validation processes are crucial for building trust in AI systems.
  4. Fearless commits are enabled by strong validation and testing frameworks.
TAKEAWAYS
  1. Embracing AI-native practices involves a cultural and procedural shift within teams.
  2. Testing and deployment are becoming critical stages in the software development lifecycle.
  3. Trust in AI systems is built through comprehensive validation methods.
  4. Effective validation frameworks allow developers to commit code changes confidently.
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