elvis(@omarsar0)

What comes after loops? Will try to live tweet this, at least the key notes.

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What comes after loops?

Will try to live tweet this, at least the key notes.

TL;DR · AI 摘要

Title: elvis @omarsar0 on X URL Source: Published Time: 2026-09-29T18:17:50.000Z Markdown Content: elvis on X: "What com...

核心要点

  • 主题聚焦:What comes after loops? Will try to live tweet t
  • 来源:elvis(@omarsar0),建议结合原文判断细节。
  • AI 分析暂不可用,本条为保底评分与摘要。
#AI#编程
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elvis on X: "What comes after loops? Will try to live tweet this, at least the key notes." / X

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elvis on X: "What comes after loops? Will try to live tweet this, at least the key notes."

  • ![Image 2: Avatar](https://x.com/omarsar0) elvis @omarsar0 What comes after loops? Will try to live tweet this, at least the key notes. ![Image 3](https://x.com/omarsar0/status/2104999107131797638/photo/1) [](https://x.com/omarsar0/status/2104999107131797638/photo/1) 6:17 PM · Sep 29, 2026·2,170 Views 3 3 12 1 2 3 3
  • ![Image 4: Avatar](https://x.com/omarsar0) elvis @omarsar0 28m First, the codex agent and harness. Harnesses inform how the models are optimised. ![Image 5](https://x.com/omarsar0/status/2104999918301831430/photo/1) [](https://x.com/omarsar0/status/2104999918301831430/photo/1) 1 1 456 4 5 6 ![Image 6: Avatar](https://x.com/omarsar0) elvis @omarsar0 25m Problem was informing the agent when to stop. Then came loop engineering. ![Image 7](https://x.com/omarsar0/status/2105000667463237801/photo/1) [](https://x.com/omarsar0/status/2105000667463237801/photo/1) 1 1 1 1 325 3 2 5 ![Image 8: Avatar](https://x.com/omarsar0) elvis @omarsar0 23m /goal scaled this up. It’s super interesting how pushing the harness to do more has also pushed model capabilities on long-horizon tasks. ![Image 9](https://x.com/omarsar0/status/2105001110926975228/photo/1) [](https://x.com/omarsar0/status/2105001110926975228/photo/1) 1 1 2 2 249 2 4 9 ![Image 10: Avatar](https://x.com/omarsar0) elvis @omarsar0 20m The big challenge now is scaling multi agent systems. ![Image 11](https://x.com/omarsar0/status/2105001795265396854/photo/1) [](https://x.com/omarsar0/status/2105001795265396854/photo/1) 2 2 1 1 211 2 1 1 ![Image 12: Avatar](https://x.com/omarsar0) elvis @omarsar0 19m Effort scaling helps to more optimally orchestrate subagents. ![Image 13](https://x.com/omarsar0/status/2105002105568412074/photo/1) [](https://x.com/omarsar0/status/2105002105568412074/photo/1) 1 1 1 1 184 1 8 4 ![Image 14: Avatar](https://x.com/omarsar0) elvis @omarsar0 18m Agent coordinating skill. This is a nice one to test. ![Image 15](https://x.com/omarsar0/status/2105002372590407901/photo/1) [](https://x.com/omarsar0/status/2105002372590407901/photo/1) 2 2 1 1 249 2 4 9 ![Image 16: Avatar](https://x.com/omarsar0) elvis @omarsar0 17m Here is a manager one. ![Image 17](https://x.com/omarsar0/status/2105002650676994340/photo/1) [](https://x.com/omarsar0/status/2105002650676994340/photo/1) ![Image 18](https://x.com/omarsar0/status/2105002650676994340/photo/2) [](https://x.com/omarsar0/status/2105002650676994340/photo/2) 1 1 1 1 173 1 7 3 ![Image 19: Avatar](https://x.com/omarsar0) elvis @omarsar0 14m Keep agents on track. ![Image 20](https://x.com/omarsar0/status/2105003408205959383/photo/1) [](https://x.com/omarsar0/status/2105003408205959383/photo/1) 2 2 198 1 9 8 ![Image 21: Avatar](https://x.com/omarsar0) elvis @omarsar0 12m Now let’s look at how agents can be scaled. ![Image 22](https://x.com/omarsar0/status/2105003727644180694/photo/1) [](https://x.com/omarsar0/status/2105003727644180694/photo/1) 1 1 1 1 1 1 321 3 2 1 ![Image 23: Avatar](https://x.com/omarsar0) elvis @omarsar0 10m Agent team patter tries to improve communication among agents and allow deep exploration. ![Image 24](https://x.com/omarsar0/status/2105004429615493311/photo/1) [](https://x.com/omarsar0/status/2105004429615493311/photo/1) [](https://x.com/omarsar0/status/2105004429615493311) 1 1 229 2 2 9
  • ![Image 25: @ChainZenit](https://x.com/ChainZenit) Strata @ChainZenit 29m stoked to see the notes, keep us posted on this one. [](https://x.com/ChainZenit/status/2104999607969149332) 27 2 7

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