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Bulletin №6

The Vibe Coding Reckoning: When Speed Becomes Technical Debt at Scale.

This episode examines the rise of "vibe coding," a term coined by Andrej Karpathy in February 2025 to describe AI-assisted development characterised by accepting changes without understanding them, and argues that industry-wide adoption is creating hidden technical debt and risk. It cites rapid growth in AI-generated code across startups and major firms, then highlights a 2025 Lovable platform incident in which misconfigured database security exposed sensitive user data. It also discusses METR's July 2025 study finding that AI increased task completion time by 19% despite developers perceiving a speedup, and Stack Overflow's 2025 survey showing high AI use but low trust. GitClear data indicates surging code cloning and collapsing refactoring, accelerating debt likened to a "credit card." A Stanford 2025 payroll study reports a sharp decline in junior developer employment, threatening the pipeline of tacit expertise needed to maintain AI-built systems, and the episode proposes governance, reviews, specification-first workflows, education, and preserving junior pathways.

Produced by
Tim Green
Duration
16:00
Published
25 May 2026
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Consensus Without Consequence, the Collapse of AI Accountability

The Vibe Coding Reckoning: When Speed Becomes Technical Debt at Scale
Bulletin №6