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Gary Ang

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Monetary Authority of Singapore

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Gary Ang

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The Future of Code

May 6, 2026

Old-School Speccing Makes a Comeback As Devs Find The Limits of Natural Language LLM Interactions

Gary Ang, former Lead of AI Supervision at the Monetary Authority of Singapore, discusses the evolution of spec coding in the era of LLM-driven development.

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The real change is that you start designing what the system is allowed to do up front, instead of trying to steer it once it is already running.

Gary Ang

Former AI Lead

Monetary Authority of Singapore

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