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🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

No fortress, purely open ground. OpenManus is Coming.

About Awesome things towards foundation agents. Papers / Repos / Blogs / ...

Next paradigm for LLM Agent. Unify plan and action through recursive code generation for adaptive, human-like decision-making.

🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.

Automating Sub-Agent Creation for Agentic Orchestration

Self Supervised Prompt Optimization.

We introduce Reasoning via Video, a new paradigm that uses maze-solving video generation to probe multimodal reasoning; our VR-Bench shows that fine-tuned video models consistently outperform strong VLMs on long-horizon spatial planning tasks.

Scaling Agentic Environments Automatically.

A Python runtime for multi-entity AI collaboration — agents, humans, and tools on a shared protocol layer.

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CARE: Improving Context Fidelity via Native Retrieval-Augmented Reasoning

Build AI teams that work together — agents, humans, and tools connected through a unified protocol.

MetaGPT Extension Repo

Official Repo of Harnessing Agentic Evolution (https://arxiv.org/abs/2605.13821)

FoundationAgents Blog repo

The official repo of "Atom of Thoughts for Markov LLM Test-Time Scaling"

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MetaGPT Application Repo

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