The K-Shape of AI Development: Managing Digital Interns

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub yet again delve into the transformative impact of AI on software engineering. Brad shares his 2025 Cursor Year in Review, revealing his record 2.9 billion tokens used, prompting a discussion about the efficiency and cost of using AI tools. They discuss the emergence of a K-shaped economy in AI coding and what attributes lead to successful AI-assisted coding. They emphasize the importance of breaking down tasks, evaluating progress, and adopting a tech leader mindset. The hosts debate whether code quality still matters in a world dominated by AI-generated code and conclude with reflections on the rapid evolution of the software development landscape brought about by AI.

00:00 Introduction and Welcome 01:02 Spotify Wrapped and Token Usage 02:21 The Cost and Value of Tokens 06:01 Breaking Down Tasks for AI 08:54 Documentation and Context for AI 10:59 Managing AI Agents Like Interns 15:39 Challenges with AI Agents 20:11 Key Skills for Engineering Managers 20:43 Environmental Attributes in Engineering 21:34 The Importance of Code Quality 22:26 Swashbuckler Vibe in Engineering 24:51 AI's Impact on Software Engineering 27:17 Evaluating Code Quality with AI 35:31 The Role of Small PRs 37:29 The Future of AI in Software Development 38:18 Conclusion and Outro

Resources:

How Many CTOs Pod: https://howmanyctospod.com
Scott Porad: https://www.linkedin.com/in/scottporad/
Brad Hefta-Gaub: https://www.linkedin.com/in/bradheftagaub/

#TechPodcast #EngineeringPodcast #DevTalks #PodcastForDevs #HowManyCTOs #Podcast #CTOs #CTOPodcast #ChiefTechnologyOfficer #Technology #Engineering #SoftwareDevelopment #SoftwareEngineering #TechLeadership #EngineeringLeadership #EngineeringCulture #TechDebates #AI #Cursor #AIAssistedCoding #AIAgents #AIProgramming #AIFuture #AIRevolution

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