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Nov 7, 2026 11 min

How AI Copilots Are Hiding Engineering Debt

from The Developer Tools Podcast with Fexingo: APIs, Infrastructure, and Software for Engineers Hosted by Fexingo

We talk about how AI coding assistants like GitHub Copilot are accelerating feature delivery while silently compounding technical debt. Lucas and Luna examine the specific risk of 'generated code drift' where systems become harder to debug as they grow, using a recent case study from a mid-sized fintech firm that saw support costs rise after adopting AI pair programming. We explore why traditional code review processes fail when half the code is synthetic, and what engineering leaders are doing to audit machine-written logic without slowing down velocity. #AICoding #TechnicalDebt #EngineeringLeadership #CodeReview #GitHubCopilot #SoftwareArchitecture #DeveloperExperience #TechStrategy #FexingoBusiness #BusinessPodcast #DevTools #AIInfrastructure #CodeQuality #EngineeringCulture #SoftwareDevelopment #TeamProductivity #TechManagement #FutureOfWork Keep every episode free: buymeacoffee.com/fexingo

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How AI Copilots Are Hiding Engineering Debt

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This episode is 11 minutes long.

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This episode was published on November 7, 2026.

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