Automated Playbook Generation Solution for Coze AIOps Based on Ansible

To achieve the automated generation of Playbook in the Coze AIOps agent based on Ansible, there are mainly two clear approaches: one is to utilize the capabilities of the Coze platform to invoke and orchestrate existing Playbooks, and the other is to directly leverage AI to generate entirely new Playbook code. The table below compares … Read more

Optimizing Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Optimizing Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Background This article is the fourth in the series on telecom AIOps intelligent agents. Building on the previous articles on Monitoring and Diagnostics agents, it focuses on the most critical link in the operational closed loop: Optimization and Repair. Based on the agent workflow orchestration capabilities and the RAG knowledge base, this article constructs a … Read more

(5) Report on Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

(5) Report on Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Background This article is the fifth in the series on telecom AIOps intelligent agents. Building on the previous articles focusing on monitoring, diagnosis, and optimization, it centers on the closed-loop management of operational events and knowledge accumulation—automated post-incident review reports. We have constructed an AI reporting agent based on Dify’s workflow orchestration capabilities and the … Read more

5 Major Transformations Happening in Linux Operations

5 Major Transformations Happening in Linux Operations

In 2025, Linux operations will no longer be as simple as “writing scripts and installing services”. With the development of cloud-native, automation, security, and intelligence, it will enter a whole new stage.This article will analyze the major transformations happening in Linux operations from five dimensions, illustrated with case examples to help you understand intuitively. 1️⃣ … Read more

Diagnosis of Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Diagnosis of Intelligent Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Background This series of articles is based on the scenario initiated by American telecom giant Verizon, British Telecom BT Group, and UAE Telecom Etisalat, TMF Catalyst Project: Unleash the potential of GenAI-powered 5G network slicing. TMF Catalyst Project As the commercial deployment of 5G deepens, network slicing, as a core technology, provides customized network services … Read more

Part II: Monitoring Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Part II: Monitoring Agents: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Background This series of articles is based on the TMF Catalyst project initiated by American telecom giant Verizon, British Telecom BT Group, and UAE Telecom Etisalat: Unleash the potential of GenAI-powered 5G network slicing. TMF Catalyst Project As the commercial deployment of 5G deepens, network slicing, as a core technology, provides customized network services for … Read more

Top-Level Design: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

Top-Level Design: Practical Application of AI Multi-Agent Collaborative Architecture in 5G Slicing Optimization

This series of articles is based on the scenario initiated by American telecom giant Verizon, British Telecom BT Group, and UAE Telecom Etisalat, focusing on the TMF Catalyst project: Unleash the potential of GenAI-powered 5G network slicing. TMF Catalyst project As the commercial deployment of 5G deepens, network slicing, as a core technology, provides customized … Read more