Xunan Dai

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reacted to their post with 👀 about 2 hours ago

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33

I'm thinking about the next iteration direction for LoongFlow, and I'd appreciate any suggestions. Should we evolve the Claude Code Skills? Or the Agent structure? Or what should we evolve?

huggingface

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replied to their post about 2 hours ago

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Please give me some ideas~

posted an update about 2 hours ago

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33

I'm thinking about the next iteration direction for LoongFlow, and I'd appreciate any suggestions. Should we evolve the Claude Code Skills? Or the Agent structure? Or what should we evolve?

huggingface

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replied to their post 1 day ago

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Hey guys, If you're interested in LoongFlow, welcome to participate with us~

If you want to know more about LoongFlow, you can read these two articles: https://huggingface.co/blog/FreshmanD/loongflow-intro
https://huggingface.co/blog/FreshmanD/loongflow-vs-openevolve

upvoted an article 1 day ago

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Article

LoongFlow: An Open-Sourced Agent Framework That Transforms Expert Experience into Autonomous AI Productivity

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1 day ago

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published an article 1 day ago

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Article

LoongFlow: An Open-Sourced Agent Framework That Transforms Expert Experience into Autonomous AI Productivity

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1 day ago

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reacted to their post with 🔥 3 days ago

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2735

🥇 23 Kaggle Gold Medals. One Agent Framework.

Introducing LoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.

Unlike traditional evolve agents(like OpenEvolve-Style), LoongFlow implements the PES (Plan-Execute-Summary) paradigm to learn from mistakes and avoid local optima.

🚀 Highlights:
* SOTA: Surpassed human mathematicians on 11 geometry/algebra problems.
* 23 Kaggle Gold Medals on MLE Bench.
* Efficiency: 60% more efficient than current baselines.

🔗 Code & Paper:
https://github.com/baidu-baige/LoongFlow
LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm (2512.24077)

#AutoML #Kaggle #Agents #OpenSource #LLM

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posted an update 4 days ago

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2735

🥇 23 Kaggle Gold Medals. One Agent Framework.

Introducing LoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.

Unlike traditional evolve agents(like OpenEvolve-Style), LoongFlow implements the PES (Plan-Execute-Summary) paradigm to learn from mistakes and avoid local optima.

🚀 Highlights:
* SOTA: Surpassed human mathematicians on 11 geometry/algebra problems.
* 23 Kaggle Gold Medals on MLE Bench.
* Efficiency: 60% more efficient than current baselines.

🔗 Code & Paper:
https://github.com/baidu-baige/LoongFlow
LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm (2512.24077)

#AutoML #Kaggle #Agents #OpenSource #LLM

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upvoted an article 4 days ago

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Article

Beyond Brute Force: Why LoongFlow is the “Thinking” Evolution of OpenEvolve

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4 days ago

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published an article 4 days ago

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Article

Beyond Brute Force: Why LoongFlow is the “Thinking” Evolution of OpenEvolve

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4 days ago

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upvoted a paper 6 days ago

LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm

Paper • 2512.24077 • Published 21 days ago • 4

authored a paper 8 days ago

LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm

Paper • 2512.24077 • Published 21 days ago • 4