Navigated to #90 - The AI Engineer Playbook: Lessons for the Next Generation of Builders | Thomas Bustos

#90 - The AI Engineer Playbook: Lessons for the Next Generation of Builders | Thomas Bustos

Oct 15, 2025
23 mins

Episode Description

Behind every breakthrough is a builder with a playbook - one that’s forged through trial, mentorship, and iteration.


In this episode, Thomas Bustos dissects the AI Engineer Playbook, a systems-level look at how great builders think, learn, and execute.


He unpacks how to design your own playbook, why copying others will never scale, and how the future belongs to engineers who combine speed, control, and empathy for users.


You’ll walk away challenged to rethink your process, reconnect with your community, and commit to growth that’s as intentional as it is technical.


Listen to this solo deep dive into what it truly takes to create, learn, and lead as an AI engineer.


Top Insights:

  • Understand the value of solving problems and time saved.

  • Minimize human involvement in engineering processes.

  • Focus on user experience to solve the right problems.

  • Building is a long-term game requiring curiosity and iteration.

  • Define your unique playbook based on personal interests.

  • Speed and control are essential in engineering excellence.

  • Engage with communities and share your work publicly.

  • Mentorship is crucial for growth and direction.

  • Iterate on your goals weekly for continuous improvement.

  • Be curious and explore new tools and technologies.


Connect with Thomas Bustos



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