Understanding The Fear: Adaptive Leadership in the AI Age

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub discuss growing fear about AI among engineers and managers, framing it as an "adaptive moment" requiring leaders to disrupt old stabilizing practices. They explore concerns that AI lowers the barrier for others to change systems, increasing accountability, on-call risk, and architectural drift—problems that existed pre-AI but are now intensified. Their proposed response is to strengthen the software factory/SDLC with non-human, deterministic guardrails: robust automated tests, CI/CD quality gates, mutation testing, and better observability, rather than human gatekeeping or fiefdoms. They share examples of risky AI agent behavior (attempting to access credentials to reorder Jira tickets) and real-world harm from AI claim adjudication pilots, concluding that best practices are now the floor and that engineers who build quality gates become more valuable.

00:00 Cold Open 01:04 AI Fear in Engineering 02:00 Adaptive Leadership Moment 03:55 Software Factory Mindset 06:10 Fear of Accountability 08:09 Old Problem New Pressure 11:58 Non Human Quality Gates 13:41 Scaling Creates Fiefdoms 16:34 Architecture Agent Example 20:26 Apocolyptic AI Concerns 23:51 AI in Medicare Risks 32:29 Best Practices Are Floor 33:41 Wrap Up and Subscribe

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 #AIAssistedCoding #AIAssistedProgramming #AIProgramming #AICoding #SoftwareFactory #AIChallenges #EngineeringManagement #AdaptiveLeadership #QualityGates #TechTalkingPoints #InnovationStrategy #LeadershipInsights #TechInnovation #AIThreat #AIFear #AIInTech

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(94)

What Broke in Tech: Code Quality, AI Guardrails, and the Evolving Software Engineer

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub continue to recap Gergely Orosz's "State of the Tech Industry" talk and focus on what "broke" and "what'...

3 Nov 36min

The State of Tech in 2026: What Changed And What Didn't

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub discuss a Pragmatic Engineer talk on the state of the tech industry in 2026, focusing on what changed an...

27 Okt 32min

The Human Needs in Augmented Coding: A Conversation with Kent Beck

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub interview software pioneer Kent Beck about his background (JUnit, test-driven development, extreme progr...

20 Okt 1h 9min

Preparing for the Worst: Tabletop Exercises, Unit Tests, and Everything In Between

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub discuss TaskRabbit's overnight AWS region migration from us-west-1 to us-west-2, describing the months o...

13 Okt 44min

Simplifying Tech Through Empathy and Understanding with Frank Bravo

In this episode of "How Many CTOs Does It Take?" podcast, host Brad Hefta-Gaub is joined by guest Frank Bravo, a Bay Area technologist who spent 30 years as CTO in local media, helping put a newspaper...

29 Sep 50min

Managing Skepticism: Balancing Tradition and Technology with AI

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub discuss how AI is changing software engineering referencing Kent Beck's idea that AI makes much existing...

22 Sep 49min

From Academia to Industry: Scott Hanson on the Future of AI and Edge Computing

In this episode of "How Many CTOs Does It Take?" podcast, hosts Scott Porad and Brad Hefta-Gaub interview Scott Hanson, founder and CTO of Ambiq, a company focused on ultra-low-power chips for "intell...

15 Sep 45min