智能体协作
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GitHub CEO:未来程序员像指挥家,统领一支AI团队
3 6 Ke· 2025-07-31 04:03
Core Viewpoint - The rise of generative AI is reshaping industries and professions, particularly in software development, where tools like GitHub Copilot and ChatGPT are seen as potential disruptors of traditional programming roles. However, GitHub's CEO emphasizes that AI will not replace developers but will transform them into "intelligent agents commanders" who collaborate deeply with AI [1][6][27]. Group 1: GitHub's Evolution and Role - GitHub has evolved from a simple code repository to a collaborative platform that revolutionizes how developers work together, introducing features like pull requests that enhance collaboration [4][5]. - The platform blurs the lines between different types of developers, allowing open-source contributors, commercial developers, and individual projects to share similar workflows [5][11]. - GitHub currently has approximately 150 million registered developers, with billions of lines of code being modified or created annually [11][26]. Group 2: AI's Impact on Software Development - AI technology is reconstructing programming paradigms, with GitHub Copilot generating 46% of code lines in files where it is enabled, indicating a shift towards natural language as a "universal programming language" [6][11]. - The collaboration model is shifting from "human-to-human" to "human-to-AI," with GitHub introducing various AI agents for programming, reviewing, and fixing code [6][11]. - Developers will need to evolve into "intelligent agents commanders," focusing on task breakdown, requirement description, and AI collaboration decision-making [6][27]. Group 3: Future Vision and Goals - GitHub aims to expand its developer base from 150 million to 1 billion, promoting the idea that everyone should learn to code and become creators rather than just consumers of software [6][26]. - The company envisions a future where developers can easily switch between different AI models, making the process of trying new approaches cost-effective and efficient [6][23]. - GitHub's ultimate goal is to empower more developers through AI, enhancing their productivity and encouraging broader participation in software creation [27].
AgentUnion发布智能体通信协议ACP
Sou Hu Cai Jing· 2025-05-17 06:25
Core Insights - AgentUnion has officially launched the Agent Communication Protocol (ACP), which is China's first practical communication protocol for agents [2] - ACP aims to facilitate communication and collaboration among agents, enabling efficient functionality reuse and cost-effective development of production-level agent applications [2][11] - The protocol defines various standards for agent identity, access mechanisms, data specifications, communication protocols, authorization systems, behaviors, and security, ensuring openness, reliability, and collaboration among agents [2][11] Summary by Categories Agent Architecture and Concepts - Each agent in the network is assigned a unique identity identifier known as AID (Agent Identifier), which is essential for accessing the agent internet [2][3] - Agents connect to the agent internet through Access Points (AP), which provide services such as identity authentication, addressing, communication, and data storage [4] - The communication protocol is based on HTTPS, ensuring secure data transmission and supporting large-scale concurrent services for enterprise-level deployments [5] Agent Discovery and Collaboration - ACP is designed to be friendly to agent search engines, allowing agents to easily discover each other without additional effort [7] - The protocol outlines the authorization and transaction processes for agent collaboration, facilitating the deployment of paid agent services [8] Evolution of Agents - The field of artificial intelligence is experiencing a significant leap in understanding agents, transitioning from a focus on chatbots to tools that solve specific business problems [10] - The emergence of ACP is seen as a catalyst for the transition from the tool expansion phase to the socialization phase of agents, enabling standardized communication and cross-domain collaboration [11] - AgentUnion aims to build an open protocol standard and decentralized collaboration network to support the free interconnection, secure interaction, and collaborative evolution of different agents [11]