@mylifcc: This is not an ordinary large model, but a Multi-Agent Orchestration System—a small model itself that intelligently and dynamically coordinates multiple cutting-edge models such as GPT, Claude, and Gemini, autonomously assigning roles, decomposing tasks, and completing comp...
Summary
Sakana AI has released a Multi-Agent Orchestration System that uses a small model to intelligently coordinate cutting-edge large models like GPT, Claude, and Gemini to autonomously assign tasks and handle complex workloads.
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@NFTCPS: Brothers, doing AI without large models is like doing nothing! Today I have to recommend an open-source masterpiece 'Foundations of LLMs' to you. Don't wait, just read it! This book doesn't beat around the bush—it goes deep from the start! From getting started with large language models to architectural evolution, and then it breaks down Prompt engineering, parameter-efficient fine-tuning, model editing, RAG (Retrieval-Augmented Generation) and other hardcore techniques in one go—a one-stop service.
This article promotes the open-source book 'Foundations of LLMs', which systematically explains knowledge about large language models, and introduces the multi-agent development framework Agent-Kernel.
@aiDotEngineer: The Multi-Agent Architecture That Actually Ships https://youtube.com/watch?v=ow1we5PzK-o… What does a multi-agent codin…
本文深入解析了FactoryAI的Missions多智能体架构，通过角色分工、验证合约与结构化交接机制，实现了可在生产环境中连续稳定运行数十天的自动化编码系统。该设计将软件工程瓶颈从人工执行转向人类注意力管理，为开发者提供了可落地的长期多智能体协作方案。
@teach_fireworks: AI Coding is now entering a very interesting phase. In the past, discussions focused heavily on model capabilities, context length, Agent Loops, Tool Use, and automated programming. However, once Agents are placed in real-world development environments for extended periods, many teams realize the issue isn't just about 'whether code can be generated...',
Introducing re_gent, an open-source tool that provides runtime-level version control and observability infrastructure for AI coding Agents, addressing code traceability and audit issues arising from long-running Agent sessions.
@QingQ77: Let AI automatically control a real Android phone to perform long-running mobile tasks like social media, research, and content operations https://github.com/Core-Mate/OpenGUI… OpenGUI is an AI phone control system where AI operates directly on your Androi…
OpenGUI is an open-source AI phone control system that lets AI autonomously operate real Android devices to carry out long-running mobile tasks such as social media management and research. It supports remote task dispatching via Lark, Telegram, Discord, or REST API. Its underlying architecture is split into two layers — a Plan Supervisor and an Executor Graph — and supports multiple models including Claude, Qwen, and Doubao.
@oragnes: Recently discovered a hardcore open-source project from Harness: pi (recently moved under earendil-works from badlogic). It is an all-in-one AI Agent infrastructure suite plus a terminal programming assistant CLI designed to backstop developers. Stop reinventing the wheel: it provides a ready-made…
Pi is an open-source AI Agent infrastructure suite and terminal programming assistant CLI. It offers a unified API to bridge differences between multiple models, supports concurrent tool calling to reduce latency, and allows developers to control the thinking budget.