@cellinlab: Loop Engineering is replacing the practice of personally writing prompts for agents. Its core idea: you no longer prompt the agent directly, but design a system that prompts the agent.
Summary
Loop Engineering is replacing the direct way of writing prompts for agents, focusing on designing a system to write prompts for the agent.
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Cached at: 06/09/26, 10:44 AM
Loop Engineering is replacing the practice of “writing prompts for agents yourself.”
Its core idea: instead of directly prompting an agent, you design a system that prompts the agent. https://t.co/HD07OSoKVP
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@cellinlab: https://x.com/cellinlab/status/2064144608242679822
This article introduces the concept of Loop Engineering — instead of directly writing prompts for AI agents, it designs a system (loop) that recursively lets the agent iterate on tasks until completion. The article provides a detailed comparison of how Claude Code and Codex implement five building blocks: automations, worktrees, skills, sub-agents, etc. It suggests this could be the future trend of collaborating with coding agents, but also warns about token costs and AI slop issues.
@Smartpigai: https://x.com/Smartpigai/status/2064209609896968679
This article explores the view that in the Agent era, Loop Engineering is more important than Prompt Engineering. The author believes that the core capability of an AI Agent lies not in the model itself, but in the feedback loop system built around the model, which determines whether the Agent can continuously improve and approach the correct answer.
@Maxsteinbrenner: Prompt engineering has been replaced by loop engineering. What is it? (Explained in 60 seconds) For the past 2 years we…
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@freeman1266: https://x.com/freeman1266/status/2064702757773496552
This article introduces the concept of Loop Engineering, which involves designing automated systems that allow AI agents to work in autonomous loops, including elements such as automated tasks, work trees, skills, plugins, and sub-agents, thereby replacing manual prompting and improving development efficiency.
@0xCodez: https://x.com/0xCodez/status/2064374643729773029
A 14-step roadmap on loop engineering, guiding developers from manually prompting AI coding agents to designing automated systems that handle the prompting, verification, and iteration themselves.