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Do NOT Think of a Pink Elephant

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11:16

2026-07-08

dev.to

artificial-intelligence

Prompt Engineering, Context Engineering, Loop Engineering: What Actually Changed

A developer traces the evolution of AI interaction design from prompt engineering (2022-2024) through context engineering (mid-2025) to loop engineering (June 2026), arguing each rename reflects a gen…

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Andrej Karpathy 1 Addy Osmani 1 Boris Cherny 1 Peter Steinberger 1 The State of AI Instruction Quality 1