The K-Shape of AI Development: Managing Digital Interns

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:

#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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Turtles All The Way Down: AI Insights with Scott W. Bradley

Turtles All The Way Down: AI Insights with Scott W. Bradley

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub welcome guest Scott W. Bradley, Managing Partner at Facet Digital, to delve into the complexities and po...

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The AI Race: Who's Ahead, Anthropic or OpenAI?

The AI Race: Who's Ahead, Anthropic or OpenAI?

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CTO Therapy: The Risks and Rewards of Vendor Partnerships

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2 Dec 202541min

Let Them Eat Tokens: AI Efficiency vs. Global Good

Let Them Eat Tokens: AI Efficiency vs. Global Good

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub dive into the pervasive influence of AI, starting with a critical look at Apple's Siri and its struggles...

25 Nov 202540min

Cabinet Doors Should Open: Avoiding Assumptions in Product Requirements

Cabinet Doors Should Open: Avoiding Assumptions in Product Requirements

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub discuss the critical importance of clear requirements in both hardware and software projects. Using the ...

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The State of AI in 2025: What the DORA Report Reveals

The State of AI in 2025: What the DORA Report Reveals

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub dive into the 2025 DORA Metrics Report on the state of AI-assisted software development. They discuss ke...

11 Nov 202538min

The AI Hype Cycle: Navigating Growth and Skepticism

The AI Hype Cycle: Navigating Growth and Skepticism

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub reflect on the recent shifts in Big Tech's approach to AI, discussing the changing perceptions and econo...

4 Nov 202530min

In Search of the Exceptional: Unpacking the Traits of 10x Engineers

In Search of the Exceptional: Unpacking the Traits of 10x Engineers

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub dive deep into the concept of the 10x engineer—those rare developers who are exponentially more producti...

28 Okt 202545min

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