Cloud Native

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Jul 30, 2026 · Cloud Native

Replication‑Free Failover for RocketMQ: Achieving Second‑Level Takeover Without Data Copy

The ACM FSE‑2026 industry paper introduces a replication‑free failover mechanism for cloud‑native stateful services like Apache RocketMQ, using protocol‑level write isolation and multi‑attach storage to achieve second‑level recovery without extra data copies, while maintaining low cost and near‑native throughput.

Cloud NativeProtocol FencingReplication-Free Failover

0 likes · 8 min read

Replication‑Free Failover for RocketMQ: Achieving Second‑Level Takeover Without Data Copy

Code Mala Tang

Jul 28, 2026 · Cloud Native

What’s New in MCP Protocol’s Fifth Major Release (2026‑07‑28)?

The MCP protocol’s fifth major version switches from a stateful bidirectional model to a stateless request/response design, adding new headers, auth hardening, deprecating legacy features, updating SDKs, and gaining broad cloud and tool support, while outlining migration steps for production users.

MCPMigrationProtocol

0 likes · 5 min read

What’s New in MCP Protocol’s Fifth Major Release (2026‑07‑28)?

Golang Shines

Jul 28, 2026 · Cloud Native

Building a Fully Automated GitOps Delivery Pipeline with Argo CD on Kubernetes

This guide walks through implementing a GitOps workflow for Kubernetes using Argo CD, covering repository structure, Helm chart management, permission boundaries, Argo CD installation, application manifests, CI integration, troubleshooting OutOfSync states, and handover procedures, all with concrete commands and examples.

Argo CDCI/CDGitOps

0 likes · 30 min read

Building a Fully Automated GitOps Delivery Pipeline with Argo CD on Kubernetes

Cloud Architecture

Jul 27, 2026 · Cloud Native

Kubernetes Pod Storage Panorama: Full Chain from Volume, PVC, PV to CSI

The article walks through the entire Kubernetes storage lifecycle, explaining how Volumes, PersistentVolumeClaims, PersistentVolumes, StorageClasses and CSI interact, and shows real‑world production scenarios, common pitfalls, and practical guidance for designing reliable, scalable storage solutions for stateful workloads.

CSIKubernetesPersistentVolume

0 likes · 37 min read

Kubernetes Pod Storage Panorama: Full Chain from Volume, PVC, PV to CSI

Mike Chen's Internet Architecture

Jul 27, 2026 · Cloud Native

How to Keep Spring Cloud Gateway Stable Under One Million Requests

The article explains that achieving stable performance for Spring Cloud Gateway at a million‑request scale requires a reactive non‑blocking model, comprehensive rate‑limiting and circuit‑breaker mechanisms, and optimized connection management and routing to handle high concurrency efficiently.

High ConcurrencyNettyRate Limiting

0 likes · 5 min read

How to Keep Spring Cloud Gateway Stable Under One Million Requests

Su San Talks Tech

Jul 27, 2026 · Cloud Native

Apollo vs Nacos: Which Configuration Center Is Truly Better?

This article analytically compares Apollo and Nacos—two leading configuration centers for microservices—by examining their design philosophies, setup procedures, core features, real‑time push mechanisms, data models, performance, operational overhead, and community support, ultimately offering guidance on selecting the most suitable solution for different project scenarios.

ApolloConfiguration CenterNacos

0 likes · 25 min read

Apollo vs Nacos: Which Configuration Center Is Truly Better?

dbaplus Community

Jul 26, 2026 · Cloud Native

Will AI Replace Kubernetes? Co‑Founder Brendan Burns on Its Rise and End

Brendan Burns recounts how he convinced Google to back Kubernetes, built the MVP in five days, navigated open‑source governance, tackled technical challenges like Etcd and declarative design, expanded the platform for AI workloads, and reflects on why even successful software like Kubernetes inevitably faces obsolescence.

AI workloadsCloud NativeDistributed Systems

0 likes · 31 min read

Will AI Replace Kubernetes? Co‑Founder Brendan Burns on Its Rise and End

MaGe Linux Operations

Jul 26, 2026 · Cloud Native

Kubernetes HPA Scaling in Practice: From CPU Metrics to Custom Business Metrics

This guide walks through configuring Kubernetes Horizontal Pod Autoscaler, covering prerequisite checks, proper CPU request settings, creating CPU‑based and custom‑metric HPA objects, stability tuning, rollout interactions, observation techniques, and risk‑aware acceptance and rollback procedures.

AutoscalingCloud NativeHPA

0 likes · 19 min read

Kubernetes HPA Scaling in Practice: From CPU Metrics to Custom Business Metrics

Java Companion

Jul 26, 2026 · Cloud Native

Deploy a Full CI/CD Platform with One Command Using OpenShip Desktop App

OpenShip is an open‑source, self‑hosted deployment platform that eliminates YAML pipelines, automatically detects project stacks, bundles CI/CD into a clean desktop app, and provides web, CLI, and dashboard interfaces for managing builds, routing, certificates, databases, and scaling—all with a single command.

Deployment PlatformDockerLet's Encrypt

0 likes · 9 min read

Deploy a Full CI/CD Platform with One Command Using OpenShip Desktop App

DataFunSummit

Jul 25, 2026 · Cloud Native

Evolution of Agent Infrastructure: Engineering Insights from Tencent Cloud Agent Runtime

The article analyzes how agents transition from demo to production, revealing that beyond model capabilities, stability, elasticity, security, and governance become critical, and explains the engineering challenges and solutions—including session management, state persistence, scheduling mismatches, sandbox isolation, and open‑source strategies—that underpin Tencent Cloud's Agent Runtime.

Cloud NativeKubernetesRL training

0 likes · 26 min read

Evolution of Agent Infrastructure: Engineering Insights from Tencent Cloud Agent Runtime

Ops Development Stories

Jul 25, 2026 · Cloud Native

Practical Guide to Pyrra: The Kubernetes‑Native SLO Monitoring Tool

This comprehensive guide explains how Pyrra extends Sloth by providing a full SLO platform for Kubernetes, covering its architecture, four SLI types, rule generation, Web UI features, alert configuration, deployment options, Grafana integration, advanced usage, common pitfalls, and a detailed comparison to help you choose the right tool for reliable service monitoring.

Cloud NativeKubernetesPrometheus

0 likes · 24 min read

Practical Guide to Pyrra: The Kubernetes‑Native SLO Monitoring Tool

Xike

Jul 25, 2026 · Cloud Native

Setting Up a Local CI/CD Stack with Harbor, GitLab, and Jenkins Using Docker Compose

This guide walks through configuring a local Docker/Compose environment that provides accessible Harbor, GitLab (with a shared Runner), and Jenkins, demonstrates a push/pull test on Harbor, runs a minimal GitLab CI pipeline, and validates a simple Jenkins pipeline, while covering prerequisites, host configuration, installation steps, verification, troubleshooting, and cleanup.

CI/CDDocker ComposeGitLab

0 likes · 18 min read

Setting Up a Local CI/CD Stack with Harbor, GitLab, and Jenkins Using Docker Compose

Raymond Ops

Jul 24, 2026 · Cloud Native

How to Properly View Container Logs Without Using Tail -f Inside Pods

This article explains the correct ways to view container logs in Kubernetes, covering the underlying storage mechanism, kubectl log commands, log rotation, distributed log collection architectures like EFK and Loki, best‑practice recommendations, and detailed troubleshooting steps for common log‑related issues.

EFKKubernetesLogging

0 likes · 28 min read

How to Properly View Container Logs Without Using Tail -f Inside Pods

Alibaba Cloud Native

Jul 24, 2026 · Cloud Native

How Higress Serverless Enterprise Cuts Costs 90% and Boosts Auth Performance 30×

A SaaS platform’s consumer count surged from 200 to nearly 20,000, causing open‑source Higress authentication latency to jump 34‑fold and configuration size to balloon 8,457‑fold, while a local comparative test shows the Higress Enterprise Serverless edition maintains sub‑2 ms latency, 100 % success, tiny config footprints, and up to 90 % lower annual costs.

API GatewayCloud NativeHigress

0 likes · 10 min read

How Higress Serverless Enterprise Cuts Costs 90% and Boosts Auth Performance 30×

YiSu Grain

Jul 22, 2026 · Cloud Native

Day 31: Distinguishing Elasticity, Resilience, and Observability in Cloud‑Native Architecture

Moving an application to cloud VMs and Docker does not automatically grant cloud‑native capabilities; this article explains the seven cloud‑native principles—service‑orientation, elasticity, observability, resilience, full automation, zero‑trust, and continuous evolution—using concrete e‑commerce scenarios, tables, and step‑by‑step guidance to show how each principle solves specific problems and how they interrelate.

AutomationCloud Nativeelasticity

0 likes · 32 min read

Day 31: Distinguishing Elasticity, Resilience, and Observability in Cloud‑Native Architecture

JD Cloud Developers

Jul 22, 2026 · Cloud Native

How AI Quickly Reads Your Codebase: Three Evolutions of Joy-Code-Graph Cloud Service

The article explains how Joy-Code-Graph transforms AI code assistants from blind guesswork into globally aware tools by deploying a self‑hosted, cloud‑native code graph service that integrates directly with Joygen, offers zero‑install sandbox access, and persistently stores the graph in a dedicated repository branch.

AI programmingCloud NativeJoygen integration

0 likes · 10 min read

How AI Quickly Reads Your Codebase: Three Evolutions of Joy-Code-Graph Cloud Service

Cloud Architecture

Jul 21, 2026 · Cloud Native

Kubernetes Troubleshooting in Practice: 20 Survival Rules from Real Incidents

This article presents a hands‑on guide to diagnosing Kubernetes production failures, distilling a real e‑commerce outage into 20 actionable rules that cover nodes, control plane, networking, scheduling, storage and observability, and provides a step‑by‑step diagnostic workflow with concrete commands and examples.

HPAKubernetesProduction

0 likes · 29 min read

Kubernetes Troubleshooting in Practice: 20 Survival Rules from Real Incidents

Cloud Architecture

Jul 21, 2026 · Cloud Native

Stop Blindly Choosing Service Discovery: Deep Comparison of Eureka, Nacos & ZooKeeper

The article recounts a real‑world outage caused by Eureka’s self‑protection mode, then establishes five key evaluation dimensions for service discovery, provides a detailed side‑by‑side analysis of Eureka, ZooKeeper and Nacos—including design goals, failure modes, scalability and operational features—and offers concrete guidance on selecting, configuring and migrating to the most suitable registry for production micro‑service environments.

Cloud NativeEurekaNacos

0 likes · 35 min read

Stop Blindly Choosing Service Discovery: Deep Comparison of Eureka, Nacos & ZooKeeper

MaGe Linux Operations

Jul 21, 2026 · Cloud Native

How to Use Kubernetes Node Affinity to Schedule Large Models on Specific GPU Nodes

This guide explains how to schedule large‑model inference pods onto GPU nodes that meet exact hardware requirements—such as A100 80 GB cards, specific node pools, and zones—by converting those needs into Kubernetes node‑affinity, taint, and topology constraints, verifying the deployment, monitoring its health, and safely rolling out or rolling back changes.

GPU SchedulingKubernetesNode Affinity

0 likes · 23 min read

How to Use Kubernetes Node Affinity to Schedule Large Models on Specific GPU Nodes

MaGe Linux Operations

Jul 21, 2026 · Cloud Native

Auto‑Scaling LLM Inference with Kubernetes HPA Based on Request Queue Depth

The article explains how to replace CPU‑only autoscaling for large‑model inference services with a Kubernetes HPA that scales pods according to a custom queue‑depth metric exported to Prometheus, covering metric definition, deployment configuration, Prometheus‑Adapter setup, HPA creation, capacity calculation, validation, troubleshooting, and rollback procedures.

AutoscalingHPAKubernetes

0 likes · 21 min read

Auto‑Scaling LLM Inference with Kubernetes HPA Based on Request Queue Depth