Concept Multi-cloud refers to the strategy of enterprises using cloud computing services from two or more cloud service providers simultaneously. These services may include Infrastructure as a Service (IaaS), Platform as a Service (PaaS), or Software as a Service (SaaS), from different public cloud providers such as AWS, Microsoft Azure, Google Cloud Platform, Alibaba Cloud, … Read more
Kubernetes (K8s) is an open-source container orchestration platform developed by Google that automates the deployment, scaling, and management of containerized applications. It provides features such as high availability, elastic scaling, service discovery, rolling updates, and self-healing, freeing operations teams to focus on business, making it the standard infrastructure for the cloud-native era. PreparationThis article is … Read more
Recently, there have been two interesting articles about Multi-agent systems that are worth checking out. https://www.anthropic.com/engineering/built-multi-agent-research-system https://cognition.ai/blog/dont-build-multi-agents#applying-the-principles On June 13, 2026, Anthropic released “How We Built Our Multi-Agent Research System,” sharing the engineering challenges encountered in building multi-agent systems and the lessons learned. Claude now possesses Research capabilities, enabling it to perform complex tasks through … Read more
Continuing from the previous study on Controllers, this section will focus on the practical aspects of Job and CronJob. First, consider the following question: Can we run task processes directly through Pods? If we do this, how do we solve the following issues? How to ensure that the processes within the Pod terminate correctly? If … Read more
Recently, there have been two interesting articles about Multi-agent systems that are worth checking out. https://www.anthropic.com/engineering/built-multi-agent-research-system https://cognition.ai/blog/dont-build-multi-agents#applying-the-principles On June 13, 2026, Anthropic released “How We Built Our Multi-Agent Research System,” sharing the engineering challenges encountered in building multi-agent systems and the lessons learned. Claude now possesses research capabilities, enabling it to perform complex tasks through … Read more
Introduction: Previously, we discussed how to use Docker Compose to batch deploy multiple container services, which is suitable for building small to medium-sized services. However, for larger applications, cluster deployment becomes very important. This time, I will explain how to deploy container applications using Docker Swarm clusters. 1. What is Docker Swarm Docker Swarm is … Read more
Container Technology File Isolation: chroot Access Isolation: namespaces Resource Isolation: cgroups LXC: Linux Containers What is a Container A completely new way of packaging and deploying software. It encapsulates the application and its dependencies (including code, runtime, system tools, system libraries, etc.) Differences Between Docker and VM Docker is an application layer abstraction, where containers … Read more
Introduction to Ansible Ansible is an open-source automation tool developed by Red Hat for: • Configuration Management • Application Deployment • Automated Task Execution • Batch Operations on Multiple Servers Its main features are: Agentless + SSH-based connection + YAML scripting (high readability). Why Choose Ansible? Feature Description ✅ Agentless No agent installation required on … Read more
Linux | Red Hat Certified | IT Technology | Operations Engineer 👇 Join the technical exchange QQ group with 1000 members, note 【Public Account】 for faster approval Why Docker Needs Network Management The network of containers is isolated from the host and other containers by default, but sometimes communication with the host and other containers … Read more
The container weapon system can disguise itself as a standard container to launch surprise attacks on enemy targets, achieving the goal of using the weak to defeat the strong. In recent years, more and more countries have been researching and testing in this area.In 2010, Russia was the first to introduce the Club-K container missile … Read more