AI Compressed the Work That Built Your Judgment

Twenty years at one company should have made my guest predictable, and that is exactly the trap he built a method to escape. Build your own CTO Playbook at www.theCTOplaybook.com - the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact. Krystian Kolondra runs the browser portfolio at Opera, a set of products used by more than 300 million people, and he has spent two decades watching what happens to technical judgment when the work that built it starts to disappear. His argument is uncomfortable. Your judgment was earned through execution, and AI compresses execution. So what is training your judgment now? His answer starts somewhere I did not expect: an audit of the questions you stop asking. He calls it the shape of your curiosity, and he thinks most leaders have never looked at theirs. We get into why he refuses to check AI's output and flips the task back on the model instead. There is a sniper analogy that reframes what "learning from failure" actually requires. There is a story about Opera GX where the first questions his team asked turned out to be the wrong ones, and the right ones only appeared once they went somewhere uncomfortable. If you lead engineers, and you have felt the ground shift under what "senior judgment" means, this conversation gives you something concrete to practice tomorrow morning, before your first coffee. You'll Learn: [0:00] Introduction [5:46] Twenty years at Opera and the business behind free browsers [7:18] Why leading five hundred people is a different job entirely [9:39] The temptation to stick with what already worked [12:39] Curiosity as a counterweight to accumulated experience [17:44] How the gamer browser came from asking the wrong questions [23:26] Learning from failure means planning the shot before firing [29:06] How AI compresses execution but never the judgment [36:14] Auditing the questions you never ask to find blind spots Resources Mentioned: A Beautiful Constraint by Adam Morgan and Mark Barden | https://amzn.to/4gZK8Kr Theory of Constraints by Eliyahu M. Goldratt | https://bit.ly/4ii7L3a Really Achieving Your Childhood Dreams (aka The Last Lecture) with Randy Pausch | https://bit.ly/4xTARLk Eric Ries, Validated Learning | https://bit.ly/3TsjYrX Igor Grossmann | https://igorgrossmann.com/ A route to well-being: intelligence versus wise reasoning by Grossmann, I. et al. | https://pubmed.ncbi.nlm.nih.gov/22866... Unlock more ways to make your browser yours with deeper personalization and an expanded modding universe with the Opera GX Gaming Browser here: https://www.opera.com/gx. Find more from Krystian Kolondra on LinkedIn:   / krystiankolondra  . Find more from Adam on   / adamhorner   and    / @thectoplaybook  , and explore coaching, cohorts, and how you can stay up to date at the https://www.thectoplaybook.com/, helping you build your own playbook for your path at your pace. If you prefer listening check out his podcast: https://bit.ly/thectoplaybook