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Overcoming Abstraction Debt When Scaling Vibe-Coded Prototypes to Production
Software architect Mark Seemann examines the dilemma of developers building complex architectures with LLMs beyond their own foundational comprehension. As prototypes move to production, cascading edge cases demand mastery of adjacent abstraction layers rather than blind prompting.
September 16, 2026 2 min read
Curated by Oleksandr Kuzmenko, AI Product EngineerUpdated September 16, 2026Sources cited on every story
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Why it matters
Software architect Mark Seemann examines the dilemma of developers building complex architectures with LLMs beyond their own foundational comprehension. As prototypes move to production, cascading edge cases demand mastery of adjacent abstraction layers rather than blind prompting.