Autonomous Engineering Teams: What Works, What Breaks

from How Many CTOs Hosted by How Many CTOs Podcast

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub unpack one of the most debated questions in engineering leadership: Should engineering managers also serve as tech leads? They explore the organizational signals that indicate whether a team is ready to thrive with true cross-functional autonomy, and what can go wrong when roles and responsibilities blur. And of course, it wouldn't be a How Many CTOs episode without a dive into AI-assisted coding—Scott and Brad share some recent wins (and fails) using tools like ChatGPT Codex. 00:00 Introduction and Host Greetings 00:53 Generative AI Tools Discussion 01:41 Challenges with AI and Coding 05:07 Onboarding New Engineers 10:03 Engineering Management Structures 25:02 Identifying Team Anti-Patterns 25:45 The Role of Psychological Safety 26:30 Product Manager's Influence 27:07 Balancing Centers of Gravity 27:59 Importance of a Tech Lead 28:37 Risks of Siloed Teams 32:14 Tech Lead vs. Engineering Manager 39:09 Prerequisites for Cross-Functional Teams 47:34 Core Beliefs and Team Structure 48:54 Conclusion and Call to Action 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/ Mindsets That Shape Software Delivery Team Structures - https://medium.com/@rethinkyourunderstanding/mindsets-that-shape-software-delivery-team-structures-51d25f20638c #TechPodcast #EngineeringPodcast #DevTalks #PodcastForDevs #HowManyCtos #Podcast #Ctos #CtoPodcast #Technology #Engineering #SoftwareDevelopment #Entrepreneurship #Leadership #Management #EngineeringLeadership #TechnologyLeadership #EngineeringManagement #EngineeringProductivity #TeamVelocity #DevCulture #TeamCulture #EngineeringCulture #EngineeringManager #TechLead #ProductEngineering #OrgDesign #TeamStructure #TechLeadership #PeopleManagement #EngineeringCulture #StartupLeadership #EMvsTL #TeamDynamics #LeadershipTradeoffs #ScalingEngineering #OrgRoles #CollaborationMatters #ManagementVsLeadership

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Autonomous Engineering Teams: What Works, What Breaks

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This episode was published on July 1, 2025.

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