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Code Mala Tang
Code Mala Tang
Jun 12, 2026 · Artificial Intelligence

Loop Engineering: When AI Coding’s Bottleneck Shifts from Prompt to Loop

The article argues that single‑call AI agents have hit their performance ceiling and that the next frontier, called Loop Engineering, moves the heavy lifting from prompt design to automated, self‑checking loops, while outlining real‑world attempts, core components, and practical limitations.

AI AgentsAnthropicCodex
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Loop Engineering: When AI Coding’s Bottleneck Shifts from Prompt to Loop