The AI Productivity Paradox: Fighting LLM Over-Engineering with Decision Ladders, Deterministic Debt Ledgers, and YAGNI Semantic Sensors in Go
There is a quiet paradox inside engineering teams that have adopted AI coding agents at scale: we have never generated so many lines of code per minute, and at the same time, we have never accumulated so much accidental complexity so fast. Ask a frontier LLM to implement a simple persistence layer…
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- 2026-11-10 14:07 · DEV Community — AI
The AI Productivity Paradox: Fighting LLM Over-Engineering with Decision Ladders, Deterministic Debt Ledgers, and YAGNI Semantic Sensors in Go