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Cloud Native

3353 articles · Page 3 of 34
Alibaba Cloud Native
Alibaba Cloud Native
Apr 5, 2026 · Operations

How OpenClaw CMS Plugin v0.1.2 Turns Agent Tracing into Precise, Cost‑Effective Observability

The OpenClaw CMS observability plugin v0.1.2 solves the hidden‑trace problem by fully restoring multi‑round LLM execution, stabilizing concurrent chains, and introducing granular agent metrics, enabling developers, testers, and operators to debug faster, assess costs accurately, and improve cross‑team collaboration.

AgentCloud NativeConcurrency
0 likes · 8 min read
How OpenClaw CMS Plugin v0.1.2 Turns Agent Tracing into Precise, Cost‑Effective Observability
Alibaba Cloud Native
Alibaba Cloud Native
Apr 3, 2026 · Information Security

How a Supply‑Chain Poisoning of LiteLLM Exposed Critical AI API Secrets – and What to Do

A March 2026 supply‑chain attack injected malicious code into LiteLLM versions 1.82.7/1.82.8, silently stealing API keys, SSH credentials, cloud tokens and more, while a cloud‑native AI gateway from Alibaba offers a secure, zero‑exposure alternative and detailed remediation steps.

AI securityAPI Key LeakageAlibaba Cloud AI Gateway
0 likes · 14 min read
How a Supply‑Chain Poisoning of LiteLLM Exposed Critical AI API Secrets – and What to Do
Alibaba Cloud Native
Alibaba Cloud Native
Apr 2, 2026 · Industry Insights

How EventHouse Redefines AI‑Native Event Data Platforms for the Agent Era

EventHouse, Alibaba Cloud’s AI‑native data platform, unifies event ingestion, storage, governance and intelligent analysis through a layered architecture that supports real‑time SQL, zero‑ETL federation and Luma Agent‑driven conversational analytics, positioning it as a next‑generation AI data foundation for enterprises seeking to turn event streams into actionable insights.

AI Data PlatformAgentic AICloud Native
0 likes · 16 min read
How EventHouse Redefines AI‑Native Event Data Platforms for the Agent Era
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Apr 2, 2026 · Cloud Native

How Kthena Enables Production‑Grade LLM Inference on Kubernetes

This article analyzes the cloud‑native challenges of deploying large‑model inference on Kubernetes and presents Kthena’s architecture—ModelServing, Router, Autoscaler, and ModelBooster—along with Volcano integration, vLLM‑Ascend setup, and a real‑world Qwen3‑235B deployment case, highlighting performance gains and future directions.

Cloud NativeKthenaKubernetes
0 likes · 13 min read
How Kthena Enables Production‑Grade LLM Inference on Kubernetes
java1234
java1234
Apr 2, 2026 · Cloud Native

How a Simple Analogy Clarified Docker and Kubernetes Core Concepts

An image is a static snapshot of an OS, runtime and code; a container runs that snapshot, while Dockerfile and docker‑compose define how to build and orchestrate images. Pods group containers for shared resources, and Kubernetes schedules, scales, heals, networks and stores them, enabling true “run anywhere” deployment.

Cloud NativeContainersDocker
0 likes · 6 min read
How a Simple Analogy Clarified Docker and Kubernetes Core Concepts
Java Architect Essentials
Java Architect Essentials
Apr 2, 2026 · Backend Development

Why Micronaut Beats Spring Boot: Faster Startup, Lower Memory, Cloud‑Native Edge

This article analyzes Micronaut's design philosophy, performance advantages in startup time and memory usage, and its built‑in cloud‑native features—such as distributed configuration, service discovery, client load balancing, tracing, and serverless support—while providing step‑by‑step installation and code examples for Java developers.

Cloud NativeFramework ComparisonJava
0 likes · 11 min read
Why Micronaut Beats Spring Boot: Faster Startup, Lower Memory, Cloud‑Native Edge
Big Data Tech Team
Big Data Tech Team
Apr 1, 2026 · Big Data

Why Your 2026 Big Data Resume Is Being Ignored and How to Fix It

In the 2026 spring hiring season, many big‑data job seekers see their resumes disappear because they still focus on offline batch processing, while employers now demand real‑time streaming, AI‑driven data pipelines, and cloud‑native deployment skills such as Flink, vector databases, and Kubernetes.

AI IntegrationBig DataCloud Native
0 likes · 7 min read
Why Your 2026 Big Data Resume Is Being Ignored and How to Fix It
Cloud Architecture
Cloud Architecture
Mar 30, 2026 · Backend Development

From Single‑Node Tools to Cloud‑Native Infrastructure: Mastering Spring Core Utilities

The article examines how Spring's core utility classes—such as TaskDecorator, NamedThreadLocal, and ResolvableType—can be leveraged to build a production‑grade, observable, and cloud‑native asynchronous execution layer that preserves request context across threads and scales safely in high‑concurrency environments.

Cloud NativeContextPropagationSpring
0 likes · 31 min read
From Single‑Node Tools to Cloud‑Native Infrastructure: Mastering Spring Core Utilities
DevOps Coach
DevOps Coach
Mar 28, 2026 · Cloud Native

Why the Twelve-Factor App is Essential for Modern Cloud‑Native Development

The article explains how the Twelve‑Factor App methodology, created by Heroku’s Adam Wiggins, provides a set of core principles that prevent common production failures and form the foundation for modern tools like Docker, Kubernetes, and CI/CD pipelines, enabling reliable, scalable, and maintainable software.

Cloud NativeDevOpsDocker
0 likes · 22 min read
Why the Twelve-Factor App is Essential for Modern Cloud‑Native Development
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Mar 27, 2026 · Cloud Native

How AutoMQ Transforms Kafka into a Cloud‑Native, Elastic Messaging Service

This article examines the limitations of traditional Kafka in large‑scale deployments and presents AutoMQ’s cloud‑native redesign—detailing its stateless architecture, storage separation, automatic scaling, read/write isolation, performance benchmarks, and real‑world migration case studies that demonstrate reduced latency, higher throughput, and lower resource costs.

AutoMQCloud NativeElastic Scaling
0 likes · 13 min read
How AutoMQ Transforms Kafka into a Cloud‑Native, Elastic Messaging Service
DevOps Coach
DevOps Coach
Mar 26, 2026 · Cloud Native

How kubara Enables Rapid, Production‑Ready Kubernetes Platforms in 30 Minutes

This article explains how the open‑source kubara framework provides a GitOps‑driven, hub‑and‑spoke Kubernetes platform that can be bootstrapped in about 30 minutes, detailing its architecture, default security, control‑plane components, data‑plane onboarding, and step‑by‑step commands for a production‑grade setup.

Argo CDCloud NativeGitOps
0 likes · 20 min read
How kubara Enables Rapid, Production‑Ready Kubernetes Platforms in 30 Minutes
TechVision Expert Circle
TechVision Expert Circle
Mar 25, 2026 · Information Security

Designing a Resilient DDoS Defense System for T‑Level Attacks

The article analyzes recent T‑level DDoS attacks, outlines the evolution of threats, and presents a layered, cloud‑native defense architecture—including Anycast cleaning, edge protection, BGP FlowSpec, AI‑driven traffic analysis, and eBPF‑accelerated processing—while addressing practical deployment challenges and cost‑effectiveness.

AI securityAnycastCloud Native
0 likes · 12 min read
Designing a Resilient DDoS Defense System for T‑Level Attacks
DevOps Coach
DevOps Coach
Mar 24, 2026 · Operations

Avoid the Top 10 Kubernetes Monitoring Mistakes Every SRE Team Makes

This article examines the ten most common Kubernetes monitoring errors that SRE teams encounter, explains why each mistake harms reliability, and provides concrete, actionable solutions—including the Golden Signals framework, pod‑restart analysis, alert‑fatigue reduction, application‑level observability, etcd health checks, network metrics, control‑plane monitoring, log‑metric correlation, resource request tracking, and end‑to‑end observability—to help teams build robust, scalable monitoring systems.

Cloud NativeKubernetesOperations
0 likes · 11 min read
Avoid the Top 10 Kubernetes Monitoring Mistakes Every SRE Team Makes
Golang Shines
Golang Shines
Mar 23, 2026 · Cloud Native

A Colleague’s Analogy That Clarifies Docker and Kubernetes Core Concepts

A colleague’s vivid analogy explains Docker images as static snapshots and containers as running instances, then walks through Dockerfile creation, the "run anywhere" promise, Kubernetes Pods as the smallest scheduling unit, and the core management functions K8s provides for large‑scale deployments.

Cloud NativeDevOpsDocker
0 likes · 6 min read
A Colleague’s Analogy That Clarifies Docker and Kubernetes Core Concepts
Code Wrench
Code Wrench
Mar 20, 2026 · Cloud Native

Inside Traefik v3: How Its Configuration Watcher, Router, and Concurrency Model Work

This article provides a senior Go engineer’s deep dive into Traefik’s source code, explaining the configuration hot‑reload engine, routing dispatch mechanism, and graceful concurrency model, and shows how to tune the proxy, build custom plugins, and apply the concepts to production‑grade Go services.

Cloud NativeConcurrencyConfiguration Reload
0 likes · 13 min read
Inside Traefik v3: How Its Configuration Watcher, Router, and Concurrency Model Work
Architect Chen
Architect Chen
Mar 19, 2026 · Cloud Native

How Does Kubernetes Really Work? A Deep Dive into K8s Architecture

This article provides a comprehensive, step‑by‑step explanation of Kubernetes (K8s) architecture and operation, covering the control plane components, node components, data flow, and the detailed workflow from a kubectl command to a running pod, illustrated with diagrams and ASCII schematics.

Cloud NativeContainer OrchestrationDevOps
0 likes · 5 min read
How Does Kubernetes Really Work? A Deep Dive into K8s Architecture
TechVision Expert Circle
TechVision Expert Circle
Mar 19, 2026 · Artificial Intelligence

How AI Mastered Three Years of Cloud‑Native Learning in a Single Day

After three years of hands‑on study of cloud‑native architecture and distributed systems, the author built a Multi‑Agent AI that reproduced the same knowledge, produced a production‑grade Kubernetes scheduling plan in under 20 hours, and revealed which engineering skills remain uniquely human.

AIAutomationCloud Native
0 likes · 13 min read
How AI Mastered Three Years of Cloud‑Native Learning in a Single Day
IT Architects Alliance
IT Architects Alliance
Mar 18, 2026 · Cloud Native

Why Serverless Projects Fail in Production and How to Avoid the Pitfalls

The article analyzes common misconceptions and hidden costs of serverless adoption, outlines four critical steps from PoC to production, and presents five enterprise‑grade best practices—including scenario selection, framework usage, observability, security, and cost governance—to ensure reliable, cost‑effective serverless deployments.

Cloud NativeServerlessbest practices
0 likes · 9 min read
Why Serverless Projects Fail in Production and How to Avoid the Pitfalls
LuTiao Programming
LuTiao Programming
Mar 18, 2026 · Backend Development

Spring Boot 4 + Project Leyden: How Java’s Startup Now Rivals Go in 2026

The article explains how Java’s long‑standing startup latency problem is solved by Project Leyden and Spring Boot 4’s snapshot‑based launch, delivering sub‑150 ms startup, under 120 MB memory, and near‑real‑time scaling that bring Java’s performance on par with Go for cloud‑native workloads.

Cloud NativeGo comparisonJava performance
0 likes · 7 min read
Spring Boot 4 + Project Leyden: How Java’s Startup Now Rivals Go in 2026
Shuge Unlimited
Shuge Unlimited
Mar 17, 2026 · Operations

Exploring OpenClaw for K8s AIOps: Four Practical Scenarios from Concept to Deployment

This article analyzes how OpenClaw’s Skills, Subagent, and Cron capabilities can be leveraged to build Kubernetes AIOps solutions, presenting four detailed scenarios—fault diagnosis, resource optimization, security audit, and continuous health checks—while evaluating technical feasibility, security, reliability, cost, and a phased rollout plan.

AIOpsCloud NativeCron
0 likes · 19 min read
Exploring OpenClaw for K8s AIOps: Four Practical Scenarios from Concept to Deployment
TechVision Expert Circle
TechVision Expert Circle
Mar 17, 2026 · Industry Insights

How CIOs Can Survive the 2026 Layoff Wave

Amid a wave of 2026 tech layoffs affecting over 55,000 workers, the article dissects why AI is used as a pretext, shows how traditional CIO value pillars are eroding, and offers a concrete six‑month roadmap that turns the IT function from a cost center into a profit‑generating, AI‑first engine.

AIAI AgentCIO
0 likes · 16 min read
How CIOs Can Survive the 2026 Layoff Wave
Alibaba Cloud Observability
Alibaba Cloud Observability
Mar 16, 2026 · Information Security

Secure OpenClaw AI Agents: One‑Click Log Integration & Real‑Time Auditing with Alibaba SLS

This article explains how to connect OpenClaw, a leading AI agent platform, to Alibaba Cloud Log Service (SLS) using the SLS Access Center, providing one‑click log ingestion, built‑in audit and observability dashboards, and detailed guidance for security auditing, cost monitoring, and troubleshooting across multiple data sources.

AI AgentAlibaba CloudCloud Native
0 likes · 29 min read
Secure OpenClaw AI Agents: One‑Click Log Integration & Real‑Time Auditing with Alibaba SLS
Selected Java Interview Questions
Selected Java Interview Questions
Mar 15, 2026 · Cloud Native

What Exactly Are Docker Images, Containers, and Kubernetes Pods? A Simple Guide

An easy-to-understand walkthrough explains Docker images as static system snapshots, containers as runnable instances, Dockerfile and docker‑compose recipes, and how Kubernetes Pods orchestrate containers, highlighting why these tools enable “run anywhere” deployment and scalable management across clusters.

Cloud NativeContainersDevOps
0 likes · 6 min read
What Exactly Are Docker Images, Containers, and Kubernetes Pods? A Simple Guide
Alibaba Cloud Native
Alibaba Cloud Native
Mar 15, 2026 · Artificial Intelligence

How LoongSuite Python Probe Brings Full‑Stack Observability to GenAI Applications

This article explains the three core challenges of AI‑agent observability—data back‑flow, inconsistent semantics, and missing end‑to‑end traces—and shows how the LoongSuite Python probe, built on OpenTelemetry, provides automatic instrumentation, unified GenAI semantics, multi‑dimensional coverage, and flexible OTLP export to simplify monitoring, debugging, and optimizing AI applications.

AI ObservabilityCloud NativeGenAI
0 likes · 15 min read
How LoongSuite Python Probe Brings Full‑Stack Observability to GenAI Applications
Cloud Native Technology Community
Cloud Native Technology Community
Mar 13, 2026 · Cloud Native

How Kubernetes Evolved into a Unified AI Platform for Massive Data and Autonomous Agents

From its 2015 debut as a stateless microservice orchestrator, Kubernetes now powers large‑scale data pipelines, distributed training, high‑throughput inference, and autonomous agents, unifying these workloads on a single platform while addressing resource coordination, multi‑cluster scheduling, and GPU economics.

AICloud NativeData Processing
0 likes · 10 min read
How Kubernetes Evolved into a Unified AI Platform for Massive Data and Autonomous Agents
Raymond Ops
Raymond Ops
Mar 12, 2026 · Operations

How to Supercharge Prometheus: Proven Techniques to Slash Memory and Query Latency

This article shares real‑world experiences and step‑by‑step practices for optimizing Prometheus performance, covering metric pruning, scrape interval tuning, storage engine tweaks, query acceleration, federation architecture, and future observability trends to keep monitoring systems reliable at scale.

Cloud NativeOperationsmonitoring
0 likes · 11 min read
How to Supercharge Prometheus: Proven Techniques to Slash Memory and Query Latency
Didi Tech
Didi Tech
Mar 11, 2026 · Cloud Native

How Huatuo Now Monitors MetaX GPUs for Cloud‑Native AI Workloads

Huatuo, the open‑source deep‑observability platform backed by Didi, now supports real‑time monitoring of MetaX GPUs, offering detailed hardware metrics via Docker or Kubernetes deployments and exposing them through a /metrics endpoint for cloud‑native AI and operations use cases.

AI infrastructureCloud NativeGPU monitoring
0 likes · 4 min read
How Huatuo Now Monitors MetaX GPUs for Cloud‑Native AI Workloads
MeowKitty Programming
MeowKitty Programming
Mar 10, 2026 · Industry Insights

Why Java Remains the Undying Choice for Enterprise Development

The article analyzes Java's enduring dominance in enterprise software by examining its cross‑platform runtime, extensive ecosystem, continuous language and runtime innovations, performance and security breakthroughs, and the resulting cost, stability, and talent advantages that keep 90% of Fortune 500 companies invested.

Cloud NativeEnterprise DevelopmentJVM
0 likes · 8 min read
Why Java Remains the Undying Choice for Enterprise Development
Alibaba Middleware
Alibaba Middleware
Mar 9, 2026 · Cloud Native

How Nacos 3.2 Brings AI Registry and Secure Skill Management to OpenClaw

The article explains why OpenClaw needs a private Skills Registry, introduces Nacos 3.2’s AI Registry, Prompt Registry, Skill Registry and Copilot features, and provides step‑by‑step installation and usage guides—including CLI commands, code snippets, and integration with OpenClaw, AI coding agents and agentscope‑java.

AI RegistryCloud NativeNacos
0 likes · 23 min read
How Nacos 3.2 Brings AI Registry and Secure Skill Management to OpenClaw
TonyBai
TonyBai
Mar 9, 2026 · Cloud Native

A Decade of Docker: How It Reshaped Cloud‑Native Infrastructure

The article reviews Docker’s ten‑year evolution—from early Linux namespace tricks and layered images to Mac/Windows support via HyperKit, network handling with SLIRP/vpnkit, storage bridging with virtio‑fs, and recent extensions for ARM, TEE, GPU and AI agents—highlighting the engineering compromises that made containers the backbone of modern cloud‑native platforms.

AI AgentsCloud NativeContainers
0 likes · 13 min read
A Decade of Docker: How It Reshaped Cloud‑Native Infrastructure
DeepNoMind
DeepNoMind
Mar 8, 2026 · Industry Insights

Avoid These 7 Time‑Wasting Tech Traps: A 2026 Developer Skill Upgrade Guide

Many junior developers waste precious time on marginal or outdated technologies; this article identifies seven common learning traps, explains why they hinder career growth, and provides a high‑leverage skill checklist for 2026 that emphasizes modern JavaScript, cloud‑native fundamentals, AI‑assisted workflows, and core engineering fundamentals.

AICloud Nativebackend
0 likes · 12 min read
Avoid These 7 Time‑Wasting Tech Traps: A 2026 Developer Skill Upgrade Guide
DevOps Coach
DevOps Coach
Mar 6, 2026 · Operations

SRE vs Platform Engineering vs DevOps: Key Differences, Roles, and Toolchains

An in‑depth comparison of Site Reliability Engineering (SRE), Platform Engineering, and DevOps explains their origins, core responsibilities, distinct tools, and how they complement each other in modern cloud‑native organizations, helping teams choose the right practices for reliable, scalable software delivery.

Cloud NativeDevOpsPlatform Engineering
0 likes · 9 min read
SRE vs Platform Engineering vs DevOps: Key Differences, Roles, and Toolchains
Linux Ops Smart Journey
Linux Ops Smart Journey
Mar 4, 2026 · Cloud Native

Secure Envoy Gateway with Basic Auth and Kubernetes Secrets

This guide walks through enabling Basic Authentication in Envoy Gateway by creating an .htpasswd file, storing it as a Kubernetes Secret, applying a SecurityPolicy, and verifying access with curl, while highlighting important security considerations such as using HTTPS.

Basic AuthCloud NativeEnvoy Gateway
0 likes · 5 min read
Secure Envoy Gateway with Basic Auth and Kubernetes Secrets
DevOps Coach
DevOps Coach
Mar 3, 2026 · Cloud Native

Discover Argo Workflows 4.0: 24 New Features, Performance Gains & UI Upgrades

Argo Workflows 4.0 has been released, bringing 24 new features, 122 bug fixes, and contributions from 73 developers, including artifact‑driver plugins, full CRD validation, deprecated singular sync primitives, name‑filtering for archived workflows, real‑time parallelism updates, OIDC custom CA support, UI improvements, and enhanced CLI commands, all aimed at simplifying large‑scale pipeline orchestration across clusters.

Argo WorkflowsCI/CDCloud Native
0 likes · 9 min read
Discover Argo Workflows 4.0: 24 New Features, Performance Gains & UI Upgrades
Linux Ops Smart Journey
Linux Ops Smart Journey
Mar 3, 2026 · Cloud Native

Prevent Service Avalanches: Configuring Circuit Breaker & Connection Limits in Envoy Gateway

This tutorial explains how to use Envoy Gateway on Kubernetes to implement circuit breaker and connection‑limit policies, walks through the necessary YAML configurations, demonstrates verification with the hey load‑testing tool, and shows how these mechanisms improve system resilience in microservice architectures.

Cloud NativeConnection LimitEnvoy
0 likes · 12 min read
Prevent Service Avalanches: Configuring Circuit Breaker & Connection Limits in Envoy Gateway
Shuge Unlimited
Shuge Unlimited
Feb 27, 2026 · Databases

Why Is Milvus, the 43K‑Star Vector Database, So Powerful?

This article analyzes Milvus—its open‑source origins, three deployment modes, four‑layer architecture, eight‑plus indexing algorithms, real‑world case studies, and a detailed comparison with competitors—highlighting its strengths, weaknesses, common pitfalls, and when it’s the right choice for large‑scale AI workloads.

AI workloadsCloud NativeIndexing
0 likes · 15 min read
Why Is Milvus, the 43K‑Star Vector Database, So Powerful?
Alibaba Cloud Native
Alibaba Cloud Native
Feb 26, 2026 · Cloud Native

Seamlessly Connect Dify Apps to Multiple AI Models with the Higress AI Gateway

This guide explains the challenges of managing multiple AI models in Dify, introduces the Higress AI Gateway plugin that provides unified model access, governance, and fine‑grained authentication, and walks through two practical demos—an Agent assistant and an image‑generation workflow—showing step‑by‑step configuration and usage.

API-gatewayCloud NativeDify
0 likes · 10 min read
Seamlessly Connect Dify Apps to Multiple AI Models with the Higress AI Gateway
Golang Shines
Golang Shines
Feb 26, 2026 · Interview Experience

51 Must-Know Docker Interview Questions for Top Tech Companies

A comprehensive collection of 51 Docker interview questions covering core concepts, commands, configuration, networking, resource limits, security, and comparisons with related technologies, compiled for free sharing and interview preparation.

Cloud NativeContainersDevOps
0 likes · 6 min read
51 Must-Know Docker Interview Questions for Top Tech Companies
Alibaba Cloud Native
Alibaba Cloud Native
Feb 25, 2026 · Cloud Native

How a 100M‑MAU Parenting App Scaled with RocketMQ 5.x Serverless for Real‑Time Messaging

The article details how the "Qinbao" parenting app, serving over ten million daily active users and massive photo/video uploads, tackled high‑concurrency writes, instant cross‑device notifications, and distributed transaction consistency by migrating to Alibaba Cloud RocketMQ 5.x Serverless, achieving millisecond latency, elastic scaling, and near‑perfect reliability.

Cloud NativeMobile BackendRocketMQ
0 likes · 9 min read
How a 100M‑MAU Parenting App Scaled with RocketMQ 5.x Serverless for Real‑Time Messaging
IT Services Circle
IT Services Circle
Feb 25, 2026 · Cloud Native

Nacos vs Apollo: Which Config Center Is Faster and Easier for Microservices?

This article compares Nacos and Apollo, the two most popular configuration centers in the microservice ecosystem, covering their design philosophies, quick‑start procedures, core features, data models, architecture, performance, operational costs, community support, and provides guidance on when to choose each solution.

ApolloCloud NativeNacos
0 likes · 21 min read
Nacos vs Apollo: Which Config Center Is Faster and Easier for Microservices?
Raymond Ops
Raymond Ops
Feb 24, 2026 · Cloud Native

Master Enterprise Monitoring: Build a Prometheus + Grafana Observability Platform

This guide details how to design and implement an enterprise‑grade cloud‑native observability platform using Prometheus for metrics collection and Grafana for visualization, covering architecture, high‑availability deployment, alerting, dashboard automation, case studies, best‑practice recommendations, and future trends.

Cloud NativeGrafanaobservability
0 likes · 24 min read
Master Enterprise Monitoring: Build a Prometheus + Grafana Observability Platform
AI Waka
AI Waka
Feb 22, 2026 · Industry Insights

Why Multi‑Agent AI Fails at Scale and How 12‑Factor Cloud‑Native Principles Save It

The article explains why naïve multi‑agent AI architectures collapse under load due to internal east‑west dependencies, and shows how applying 12‑Factor App and cloud‑native patterns—isolated workers, externalized state, short‑lived sessions, and strict orchestration—enable scalable, fault‑tolerant agentic systems.

12-FactorCloud NativeKubernetes
0 likes · 17 min read
Why Multi‑Agent AI Fails at Scale and How 12‑Factor Cloud‑Native Principles Save It
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Feb 22, 2026 · Cloud Native

How to Stabilize Java Services on Kubernetes: A 3‑Year Success Story

This article walks through a real‑world Java service on Kubernetes, detailing the initial confidence, recurring OOM and rollout issues, and a multi‑round remediation that introduced container‑aware JVM settings, refined resource requests, OOM dumps, probes, and metrics, ultimately achieving three years of stable operation with lower resource usage.

Cloud NativeJVMJava
0 likes · 10 min read
How to Stabilize Java Services on Kubernetes: A 3‑Year Success Story
Raymond Ops
Raymond Ops
Feb 12, 2026 · Cloud Native

Master Kubernetes: Core Concepts, Architecture, and Advanced Networking Explained

This comprehensive guide demystifies Kubernetes by covering its core principles, component architecture, service discovery mechanisms, pod resource sharing, CNI plugins, multi‑layer load balancing, and IP addressing models, providing engineers with the knowledge needed to design and operate robust cloud‑native clusters.

Cloud NativeContainer OrchestrationIP addressing
0 likes · 14 min read
Master Kubernetes: Core Concepts, Architecture, and Advanced Networking Explained
Amazon Cloud Developers
Amazon Cloud Developers
Feb 12, 2026 · Big Data

Stop Struggling with Flink Monitoring: Strands Agents Provide AI‑Driven Analysis & Optimization

The article explains how traditional Flink monitoring suffers from scattered metrics, manual root‑cause analysis, and lack of actionable advice, and introduces a cloud‑native system built on Strands Agents and Amazon Bedrock that automatically collects metrics, performs LLM‑powered analysis, generates optimization recommendations, and interacts with users via natural‑language dialogue and real‑time streaming output.

AI monitoringAmazon BedrockApache Flink
0 likes · 12 min read
Stop Struggling with Flink Monitoring: Strands Agents Provide AI‑Driven Analysis & Optimization
ByteDance Data Platform
ByteDance Data Platform
Feb 11, 2026 · Databases

How ByteHouse Redefines Real‑Time Multimodal Analytics with a Cloud‑Native Data Warehouse

ByteHouse, ByteDance's cloud‑native data warehouse, evolves from a traditional warehouse to a next‑generation AI‑ready platform that handles 800+ PB of data, supports 25,000 nodes, and delivers real‑time, multimodal analytics through a decoupled storage‑compute architecture, AI‑driven query optimization, and native vector search integration.

Cloud NativeReal-Time Analyticsai-optimization
0 likes · 9 min read
How ByteHouse Redefines Real‑Time Multimodal Analytics with a Cloud‑Native Data Warehouse
IT Learning Made Simple
IT Learning Made Simple
Feb 10, 2026 · Fundamentals

Complete Guide to Acing the System Architecture Designer Exam – From Beginner to Certification

This article offers a comprehensive, step‑by‑step roadmap for candidates aiming to become certified System Architecture Designers in China, covering exam fundamentals, eligibility, detailed syllabus breakdown, study schedules, practical preparation tactics, resource recommendations, and career benefits, helping readers efficiently navigate the entire certification process.

Cloud NativeSoftware ArchitectureSystem Architecture
0 likes · 33 min read
Complete Guide to Acing the System Architecture Designer Exam – From Beginner to Certification
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Feb 9, 2026 · Cloud Native

Understanding Kubernetes Load Balancing: Internal and External Strategies

This article explains how Kubernetes implements load balancing both inside the cluster through Services and kube-proxy, and outside the cluster via Ingress controllers or cloud provider load balancers, covering common algorithms such as round‑robin, least connections, consistent hashing, and weighted strategies.

Cloud NativeKubernetesService Mesh
0 likes · 4 min read
Understanding Kubernetes Load Balancing: Internal and External Strategies
Code Wrench
Code Wrench
Feb 9, 2026 · Cloud Native

Is Go the AI‑Recommended Gold Mine for Backend and Cloud‑Native Success?

The article examines AI platforms' rankings of high‑pay programming languages, highlights Go's strengths in performance, concurrency and cloud‑native ecosystems, and offers practical advice and future outlook for developers seeking lucrative and sustainable career paths with Go.

Cloud NativeGoProgramming Languages
0 likes · 7 min read
Is Go the AI‑Recommended Gold Mine for Backend and Cloud‑Native Success?
JakartaEE China Community
JakartaEE China Community
Feb 9, 2026 · Backend Development

Eclipse Foundation Unveils Jakarta EE 11 with Simplified Data Access and Cloud‑Native Enhancements

The Eclipse Foundation announced Jakarta EE 11, highlighting streamlined data access via the new Jakarta Data spec, support for Java 21 including virtual threads, modernized testing tools, deprecation of Managed Beans, and early certification of several enterprise servers, marking a major step toward cloud‑native Java development.

Cloud NativeEnterprise JavaJakarta Data
0 likes · 6 min read
Eclipse Foundation Unveils Jakarta EE 11 with Simplified Data Access and Cloud‑Native Enhancements
Golang Shines
Golang Shines
Feb 7, 2026 · Industry Insights

What Does the Future Hold for Go in the Next 5‑10 Years?

The article examines Go’s high‑performance, concurrency‑rich, cloud‑native strengths and its weaker AI, data‑analysis and front‑end ecosystems, cites engineers’ mixed opinions on its adoption in large tech firms and traditional sectors, and concludes that while Go’s future remains solid, developers must keep learning to stay relevant.

Cloud NativeGoProgramming Languages
0 likes · 6 min read
What Does the Future Hold for Go in the Next 5‑10 Years?
Alibaba Cloud Native
Alibaba Cloud Native
Feb 6, 2026 · Cloud Native

Ingress NGINX Retirement: Impact, Risks, and Migration Strategies

Kubernetes SIG Network and Security committees announced the retirement of Ingress NGINX, detailing the end‑of‑life timeline, lack of future releases or security patches, and urging users to assess their clusters and migrate to Gateway API or alternative ingress controllers within two months.

Cloud NativeGateway APIKubernetes
0 likes · 5 min read
Ingress NGINX Retirement: Impact, Risks, and Migration Strategies
BanTech Think Tank
BanTech Think Tank
Feb 3, 2026 · Cloud Native

Sichuan Rural Commercial Bank Powers Down Mainframe, Rebuilds Core on Alibaba Cloud

After eight years of planning and testing, Sichuan Rural Commercial Bank shut down its legacy mainframe and migrated its entire core banking system to the Alibaba Cloud‑based ShuXin Cloud, achieving multi‑region active‑active architecture, three‑fold processing speed, zero data loss and a foundation for AI‑native finance.

Alibaba CloudCloud NativeMainframe Migration
0 likes · 15 min read
Sichuan Rural Commercial Bank Powers Down Mainframe, Rebuilds Core on Alibaba Cloud
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Feb 1, 2026 · Cloud Native

Master Kubernetes Liveness Probes: When, Why, and How to Use Them

This article provides a comprehensive guide to Kubernetes Liveness Probes, explaining their purpose, the three probe types (HTTP GET, TCP Socket, Exec), how they differ from Readiness and Startup probes, practical YAML examples, verification steps, common pitfalls, troubleshooting tips, and best‑practice recommendations for improving pod stability and self‑healing.

Cloud NativeKubernetesReadiness Probe
0 likes · 10 min read
Master Kubernetes Liveness Probes: When, Why, and How to Use Them
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jan 29, 2026 · Cloud Native

How Alibaba Cloud’s MaxCompute Powers Multi‑Modal AI Data Processing for MOSI Intelligence

In the era of rapid AI advancement, MOSI Intelligence faced IDC storage, compute, and network bottlenecks for large‑scale audio‑video pipelines, prompting a partnership with Alibaba Cloud to build a cloud‑native, one‑stop multi‑modal data processing platform using MaxCompute and the custom MaxFrame engine, dramatically improving performance and operational efficiency.

AI Data PlatformCloud NativeMaxCompute
0 likes · 8 min read
How Alibaba Cloud’s MaxCompute Powers Multi‑Modal AI Data Processing for MOSI Intelligence
JakartaEE China Community
JakartaEE China Community
Jan 28, 2026 · Cloud Native

Key Findings from the 2024 Java Cloud‑Native Survey

The Jakarta EE Working Group surveyed over 170 developers between July and August 2024, revealing that Jakarta EE 8/Java EE 8 remain dominant, Java SE 17 is the most used version, Spring Boot and Tomcat lead runtime adoption, and MicroProfile adoption is split between newer and legacy versions.

Cloud NativeEnterprise JavaJakarta EE
0 likes · 6 min read
Key Findings from the 2024 Java Cloud‑Native Survey
Alibaba Cloud Native
Alibaba Cloud Native
Jan 27, 2026 · Cloud Native

How Serverless Sandboxes Power Secure AI Agents

This article explains how lightweight security sandboxes in serverless function compute provide strong process isolation, elastic resource scaling, and pay‑per‑use economics, enabling AI agents to execute untrusted code safely while supporting session lifecycle management, protocol extensions, and cost‑effective billing models.

AI AgentCloud NativeFunction Compute
0 likes · 12 min read
How Serverless Sandboxes Power Secure AI Agents
Volcano Engine Developer Services
Volcano Engine Developer Services
Jan 26, 2026 · Databases

How Volcano Engine veDB Scales to Tens of Thousands of Pods with Cloud‑Native Architecture

This article explains how Volcano Engine's veDB leverages compute‑storage separation, Kubernetes operators, and declarative operations to achieve extreme deployment density, seamless scaling, and high‑availability for millions of database instances, while addressing the challenges of traditional VM‑based deployments.

Cloud NativeDatabase ScalingOperator
0 likes · 14 min read
How Volcano Engine veDB Scales to Tens of Thousands of Pods with Cloud‑Native Architecture
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jan 26, 2026 · Cloud Native

How Kimi Scaled AI Agents with Alibaba Cloud’s Elastic Sandbox Architecture

Kimi built a high‑performance, low‑cost AI Agent infrastructure by combining Alibaba Cloud ACK node pools and the ACS Agent Sandbox, addressing challenges of instant sandbox response, state continuity, massive concurrency, cost efficiency, security isolation, and search‑memory integration for production‑grade agents.

AI AgentCloud NativeElastic Scaling
0 likes · 18 min read
How Kimi Scaled AI Agents with Alibaba Cloud’s Elastic Sandbox Architecture
LuTiao Programming
LuTiao Programming
Jan 25, 2026 · Backend Development

12 2026 Java & Spring Boot Trends Reshaping Backend Development

The article outlines twelve concrete shifts—cloud‑native defaults, Project Loom virtual threads, selective reactive use, AI‑assisted coding, API‑first design, built‑in observability, modular monoliths, security‑by‑design, native images, confidence‑driven testing, DDD revival, and a move from code writing to system judgment—that will define Java backend engineering by 2026.

AI codingCloud NativeJava
0 likes · 8 min read
12 2026 Java & Spring Boot Trends Reshaping Backend Development
Subtle Storm
Subtle Storm
Jan 24, 2026 · Cloud Native

How to Deploy a Flask App with Docker: A Step‑by‑Step Guide

This guide walks you through containerizing a Flask web application with Docker, covering project setup, Dockerfile creation, image building, container runtime options, and performance optimizations such as multi‑stage builds, non‑root users, and Gunicorn configuration.

Cloud NativeDockerDockerfile
0 likes · 11 min read
How to Deploy a Flask App with Docker: A Step‑by‑Step Guide
LuTiao Programming
LuTiao Programming
Jan 23, 2026 · Backend Development

Are You Still Using Old Java Patterns? 2026 Spring Boot Trends That May Obsolete Them

The article analyzes how Spring Boot 2026 reshapes Java backend development by embracing virtual threads, GraalVM native images, built‑in observability, modern security practices, immutable records, and cloud‑native defaults, urging developers to abandon legacy coding habits in favor of these emerging trends.

Cloud NativeGraalVMNative Image
0 likes · 8 min read
Are You Still Using Old Java Patterns? 2026 Spring Boot Trends That May Obsolete Them
TonyBai
TonyBai
Jan 23, 2026 · Backend Development

What Lies Behind Go’s 91% Satisfaction in 2025 – Hidden Risks and the AI Double‑Edged Sword

The 2025 Go developer survey of 5,379 respondents shows high overall satisfaction but reveals a shrinking newcomer pipeline, lingering best‑practice confusion, trust issues with third‑party modules, and a mixed view of AI‑assisted coding that together signal both strengths and challenges for the language’s future.

AI toolsCloud NativeCommunity Trust
0 likes · 8 min read
What Lies Behind Go’s 91% Satisfaction in 2025 – Hidden Risks and the AI Double‑Edged Sword
DevOps Coach
DevOps Coach
Jan 22, 2026 · Cloud Native

Why YAML Won’t Scale in Kubernetes and What’s Coming Next

The article examines how YAML, once central to Kubernetes, has become a scalability bottleneck due to human error, lack of intent modeling, and configuration debt, and outlines a shift toward intent‑driven, autonomous platforms powered by code‑native execution and continuous SLO enforcement.

Cloud NativeInfrastructure automationKubernetes
0 likes · 7 min read
Why YAML Won’t Scale in Kubernetes and What’s Coming Next
Alibaba Middleware
Alibaba Middleware
Jan 22, 2026 · Operations

LoongCollector: 10× Throughput and 80% Resource Savings – In‑Depth Technical Analysis

This article provides a comprehensive technical deep‑dive into LoongCollector, an open‑source cloud‑native data collector, detailing its zero‑copy architecture, lock‑free event pools, multi‑tenant isolation, adaptive concurrency control, benchmark comparisons with FluentBit, Vector and Filebeat, and real‑world production validation at hundred‑petabyte scale.

Cloud NativeData CollectionPerformance
0 likes · 14 min read
LoongCollector: 10× Throughput and 80% Resource Savings – In‑Depth Technical Analysis
Alibaba Middleware
Alibaba Middleware
Jan 22, 2026 · Cloud Native

LoongCollector: 10× Throughput, 80% Resource Savings in Cloud‑Native Observability

LoongCollector, the open‑source cloud‑native collector used by Alibaba Cloud SLS, delivers up to ten‑fold higher throughput and 80% lower CPU‑memory usage than competing agents, thanks to zero‑copy string handling, lock‑free event pools, multi‑tenant queue isolation and adaptive concurrency, proven by extensive PB‑scale benchmarks and real‑world deployments.

Cloud NativeData CollectionOpen source
0 likes · 14 min read
LoongCollector: 10× Throughput, 80% Resource Savings in Cloud‑Native Observability
Alibaba Cloud Native
Alibaba Cloud Native
Jan 22, 2026 · Cloud Native

Building a Cloud‑Native AI Glass Traffic Enforcement Prototype with AgentRun and Serverless Functions

This article details a cloud‑native architecture that combines Meta Ray‑Ban AI glasses, a custom iOS app, and Alibaba Cloud Function Compute (FC) with AgentRun to perform OCR‑based traffic rule enforcement, showcasing a three‑layer "client‑brain‑tools" design, prompt‑driven logic, and cost‑effective serverless deployment.

AIAgent ArchitectureAlibaba Cloud
0 likes · 14 min read
Building a Cloud‑Native AI Glass Traffic Enforcement Prototype with AgentRun and Serverless Functions
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Jan 22, 2026 · Cloud Native

Mastering Kubernetes: Complete Architecture, Principles, and Components Explained

This article provides a comprehensive technical overview of Kubernetes, covering its core problems, master‑worker architecture, essential components such as API server, etcd, scheduler, controller manager, kubelet, kube-proxy, container runtimes, and a step‑by‑step deployment workflow, illustrated with diagrams.

Cloud NativeContainersKubernetes
0 likes · 5 min read
Mastering Kubernetes: Complete Architecture, Principles, and Components Explained
Smart Sea Tide
Smart Sea Tide
Jan 22, 2026 · Operations

Adaptive Management of Elasticsearch Cluster Capacity

The article details how eBay's Pronto platform implements an adaptive capacity management system for hundreds of Elasticsearch clusters, describing the challenges of uniform resource allocation, traffic spikes, and resource waste, and outlining a multi‑step process that includes monitoring, pre‑check, analysis, throttling, scaling, and post‑check to ensure high availability and efficient resource use.

AutoscalingCapacity ManagementCloud Native
0 likes · 20 min read
Adaptive Management of Elasticsearch Cluster Capacity
DevOps Coach
DevOps Coach
Jan 20, 2026 · Cloud Native

How to Scale Kubernetes to Hundreds of Clusters: A Practical Enterprise Guide

This article walks you through the complete journey from a single Kubernetes cluster to a production‑grade, multi‑cluster platform, covering managed services, capacity planning, GitOps pipelines, networking, observability, cost optimisation, upgrade strategies, and the people and processes needed for sustainable large‑scale operations.

Cloud NativeKubernetescost management
0 likes · 27 min read
How to Scale Kubernetes to Hundreds of Clusters: A Practical Enterprise Guide
TonyBai
TonyBai
Jan 20, 2026 · Artificial Intelligence

Will Go Thrive or Fade in the AI Era? A Deep Dive of GopherCon 2025 Roundtable

In a GopherCon 2025 roundtable, leading engineers discuss how Go’s production‑grade reliability and concurrency make it a strong candidate for AI infrastructure, address career anxieties about AI replacing developers, and outline practical steps for Go developers to stay relevant in the AI‑driven future.

AICloud NativeConcurrency
0 likes · 11 min read
Will Go Thrive or Fade in the AI Era? A Deep Dive of GopherCon 2025 Roundtable
DataFunSummit
DataFunSummit
Jan 18, 2026 · Big Data

How Ray Reinvents AI Data Pipelines for Massive Multimodal Inference

This article examines the shortcomings of traditional big‑data engines for AI workloads, presents a Ray‑based heterogeneous fusion architecture that unifies CPU/GPU scheduling, Python ecosystems, and streaming‑batch processing, and details fault‑tolerance, checkpointing, compute‑storage separation, resource‑utilization, scalability, and observability improvements that enable thousands of nodes and dramatically higher GPU efficiency.

Big DataCloud NativeDistributed Computing
0 likes · 31 min read
How Ray Reinvents AI Data Pipelines for Massive Multimodal Inference
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Jan 17, 2026 · Cloud Native

Deploying Microservices on Kubernetes: A Step‑by‑Step Guide

Learn how to package each microservice into containers and host them on a Kubernetes cluster, covering architecture diagrams, Ingress traffic routing, service discovery, ConfigMap and Secret management, persistent storage, deployment manifests, autoscaling, and CI/CD automation, while avoiding promotional fluff.

CI/CDCloud NativeKubernetes
0 likes · 4 min read
Deploying Microservices on Kubernetes: A Step‑by‑Step Guide
Java Architect Handbook
Java Architect Handbook
Jan 14, 2026 · Operations

How to Build a Scalable Prometheus Monitoring System for Big Data on Kubernetes

This guide explains how to design, configure, and implement a Prometheus‑based monitoring solution for big‑data components running in Kubernetes, covering metric exposure methods, scrape configurations, alerting architecture, dynamic rule management, exporter deployment, and practical examples with full YAML snippets.

Big Data MonitoringCloud NativeExporters
0 likes · 19 min read
How to Build a Scalable Prometheus Monitoring System for Big Data on Kubernetes
Alibaba Middleware
Alibaba Middleware
Jan 13, 2026 · Cloud Native

Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane

Apache Dubbo Admin 0.7.0 transforms the classic registry‑center console into a Kubernetes‑native control plane, adding unified traffic‑governance UI, deep observability with Grafana dashboards, multi‑registry support, event‑driven architecture, and a roadmap for further service‑governance and AI‑assisted features.

Cloud NativeControl PlaneDubbo
0 likes · 9 min read
Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane
Alibaba Middleware
Alibaba Middleware
Jan 13, 2026 · Cloud Native

Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane

Apache Dubbo Admin 0.7.0 transforms the traditional registry console into a Kubernetes‑native control plane, adding hybrid registry support, unified traffic governance, deep observability, and multi‑registry isolation while redesigning the backend with Go and client‑go integration.

Apache DubboCloud NativeControl Plane
0 likes · 10 min read
Dubbo Admin 0.7.0: From Registry Console to Cloud‑Native Control Plane
Alibaba Middleware
Alibaba Middleware
Jan 12, 2026 · Cloud Native

Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges

The article analyzes the security, state‑keeping, latency, dependency, and cost challenges of running AI Agents in serverless environments and explains how AgentRun, built on Alibaba Cloud Function Compute with RunD isolation and session affinity, provides a secure, low‑cost, high‑performance sandbox solution.

AI AgentAgentRunCloud Native
0 likes · 17 min read
Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges
Alibaba Middleware
Alibaba Middleware
Jan 12, 2026 · Cloud Native

Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges

AgentRun Sandbox leverages Alibaba Cloud Function Compute, RunD secure virtualization, session affinity, and dynamic NAS mounting to provide a high‑performance, low‑cost, stateful execution environment for AI agents, addressing security, cold‑start latency, resource isolation, and lifecycle management challenges inherent to traditional serverless platforms.

AI AgentAgentRunCloud Native
0 likes · 18 min read
Breaking Serverless Stateless Limits: How AgentRun Solves Agent Sandbox Engineering Challenges