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Cloud Native

3402 articles · Page 2 of 35
Xiaolin Talks Programming
Xiaolin Talks Programming
Jul 21, 2026 · Backend Development

Spring Boot 3.x AOT Compilation in Production: Principles, Pitfalls & GraalVM Native Image Benchmarks

A hands-on guide to migrating Spring Boot 3.x applications to GraalVM Native Image, covering AOT compilation principles, CI pipeline configuration, code constraints for reflection and proxies, third-party library adaptation using native-image-agent, real-world performance benchmarks showing 70x faster cold starts and 75% memory reduction at a 5-6% throughput cost, plus Kubernetes deployment and debugging strategies.

AOT CompilationCloud NativeGraalVM Native Image
0 likes · 17 min read
Spring Boot 3.x AOT Compilation in Production: Principles, Pitfalls & GraalVM Native Image Benchmarks
TechVision Expert Circle
TechVision Expert Circle
Jul 21, 2026 · Cloud Native

How to Build an Elastic Auto‑Scaling Cloud‑Native Application

After a 15‑fold traffic surge forced manual scaling of an e‑commerce platform, the team rebuilt the system with true elastic scaling—horizontal, vertical, and architectural—using Kubernetes, Envoy, KEDA, predictive autoscaling, and a comprehensive observability stack, achieving fully automated scaling from 12 to 80 pods in under 90 seconds and cutting peak resource costs by 60%.

Cloud NativeElastic ScalingKEDA
0 likes · 13 min read
How to Build an Elastic Auto‑Scaling Cloud‑Native Application
Golang Shines
Golang Shines
Jul 20, 2026 · Cloud Native

7 Golden Rules for Building High‑Availability Cloud‑Native Go Services (Production‑Proven)

This article presents a step‑by‑step guide to building highly available cloud‑native Go systems, covering graceful error handling, structured logging, minimal dependencies, concurrency control, health checks, Raft‑based replication, timeout/retry strategies, circuit breaking, rate limiting, observability with Zap, Loki, Prometheus, OpenTelemetry, and future architectural directions.

Cloud NativeGodistributed systems
0 likes · 18 min read
7 Golden Rules for Building High‑Availability Cloud‑Native Go Services (Production‑Proven)
Golang Shines
Golang Shines
Jul 19, 2026 · Cloud Native

10 Practical Tips to Quickly Build Cloud‑Native Apps with golang‑samples

This guide walks developers through ten hands‑on techniques for using Google Cloud's golang‑samples repository—covering environment setup, authentication methods, workflow orchestration, structured logging, AI integration, storage choices, serverless functions, secret management, observability, and automated testing and deployment—to accelerate production‑grade cloud‑native Go applications.

AI integrationCloud NativeGo
0 likes · 7 min read
10 Practical Tips to Quickly Build Cloud‑Native Apps with golang‑samples
Cloud Architecture
Cloud Architecture
Jul 17, 2026 · Cloud Native

Stop Hand‑Crafting ClusterRoles: Build a Production‑Grade Kubernetes RBAC Governance System with rbac‑manager

This article explains why manually managing ClusterRoles leads to governance chaos in Kubernetes, introduces rbac‑manager as a declarative controller that centralises binding creation, recycling and auditing, and provides a step‑by‑step guide with real‑world examples to build a scalable, production‑ready RBAC management workflow.

Access ControlCloud NativeKubernetes
0 likes · 23 min read
Stop Hand‑Crafting ClusterRoles: Build a Production‑Grade Kubernetes RBAC Governance System with rbac‑manager
Golang Shines
Golang Shines
Jul 17, 2026 · Cloud Native

Building a Scalable Go Service Mesh from Scratch: Core Cloud‑Native Practices

This article walks through why Go is ideal for cloud‑native development and demonstrates step‑by‑step how to build a scalable service mesh, covering static compilation, HTTP services, Go modules, Gin/Gorilla APIs, configuration, logging, health checks, service registration, load balancing, sidecar proxies, traffic interception, circuit breaking, rate limiting, retries, and distributed tracing with OpenTelemetry.

Cloud NativeGoKubernetes
0 likes · 16 min read
Building a Scalable Go Service Mesh from Scratch: Core Cloud‑Native Practices
dbaplus Community
dbaplus Community
Jul 15, 2026 · Backend Development

Why Are More Teams Switching from RabbitMQ to NATS?

The article compares RabbitMQ and NATS, outlining RabbitMQ's maturity and operational complexity versus NATS's lightweight, high‑performance, cloud‑native design, and explains when each solution is appropriate for modern microservice, edge, and AI‑driven architectures.

Cloud NativeJetStreamMessage Queue
0 likes · 8 min read
Why Are More Teams Switching from RabbitMQ to NATS?
MaGe Linux Operations
MaGe Linux Operations
Jul 15, 2026 · Cloud Native

How to Schedule, Isolate, and Allocate GPUs in a Kubernetes Cluster

Even when GPU nodes show up with nvidia‑smi, Pods can stay pending, see all devices, or suffer memory spikes; this guide walks through the full GPU resource chain in Kubernetes, from PCIe detection and driver loading to Device Plugin registration, node labeling, affinity, taints, isolation levels, MIG, time‑slicing, quotas, monitoring, and safe upgrade procedures.

Cloud NativeDevice PluginGPU
0 likes · 34 min read
How to Schedule, Isolate, and Allocate GPUs in a Kubernetes Cluster
Su San Talks Tech
Su San Talks Tech
Jul 15, 2026 · Artificial Intelligence

How Codex Transforms Java Development: From Theory to Real-World Projects

Codex, OpenAI’s cloud‑native software‑engineering agent, replaces the traditional write‑test‑fix cycle with an automated loop that can pull repositories, modify multiple files, run tests in isolated sandboxes, and output merge‑ready diffs, delivering 60‑75% speed gains for Java backend tasks when used with well‑crafted prompts and proper governance.

AI code generationCloud NativeJava
0 likes · 34 min read
How Codex Transforms Java Development: From Theory to Real-World Projects
Ray's Galactic Tech
Ray's Galactic Tech
Jul 14, 2026 · Cloud Native

Spring Boot + Netty MQTT Gateway for Million Connections & Millisecond Push

To support millions of persistent MQTT connections with sub‑millisecond latency, the article walks through a Spring Boot + Netty cloud‑native gateway design that separates connection, event, state and governance planes, details async authentication, back‑pressure handling, command state machines, and loss‑less Kubernetes roll‑outs.

Cloud NativeHigh ConcurrencyKafka
0 likes · 38 min read
Spring Boot + Netty MQTT Gateway for Million Connections & Millisecond Push
Alibaba Cloud Native
Alibaba Cloud Native
Jul 14, 2026 · Cloud Native

How a 24/7 AI Community Admin Handles PRs at 2 AM with AgentTeams

In just three weeks, the AgentTeams‑powered AI digital employee "github‑manager" automatically reviewed 108 pull requests, processed 48 issues, and reduced first‑response time from days to under an hour for the LoongSuite open‑source project, while documenting the architecture, challenges, and lessons learned.

AI AutomationAgentTeamsCloud Native
0 likes · 19 min read
How a 24/7 AI Community Admin Handles PRs at 2 AM with AgentTeams
Long Ge's Treasure Box
Long Ge's Treasure Box
Jul 14, 2026 · Databases

Understanding Serverless Databases: PlanetScale, Neon, Supabase, and Turso

This article explains what serverless databases are, compares them with traditional databases, and provides detailed overviews, core concepts, and code examples for four major services—PlanetScale, Neon, Supabase, and Turso—highlighting features such as automatic scaling, pay‑as‑you‑go pricing, and global replication.

Cloud NativeNeonPlanetScale
0 likes · 10 min read
Understanding Serverless Databases: PlanetScale, Neon, Supabase, and Turso
Ray's Galactic Tech
Ray's Galactic Tech
Jul 13, 2026 · Artificial Intelligence

When AI Agents Meet Cloud‑Native: Practical Multi‑Agent Orchestration for High‑Concurrency Scenarios

The article explains why naïve multi‑agent demos fail in production, defines the core concepts of Task, Step, Agent Role and Event, proposes a four‑plane cloud‑native architecture, shows concrete Go and Python code, and provides detailed guidance on state machines, reliability, observability, security and budget governance for building scalable, production‑grade AI agent systems.

AI agentsCloud NativeKubernetes
0 likes · 36 min read
When AI Agents Meet Cloud‑Native: Practical Multi‑Agent Orchestration for High‑Concurrency Scenarios
Raymond Ops
Raymond Ops
Jul 11, 2026 · Cloud Native

Kubernetes HPA & VPA Auto-Scaling: Elastic Strategies for Traffic Spikes

An in‑depth comparison of Kubernetes Horizontal and Vertical Pod Autoscalers—including algorithms, configurations, performance benchmarks, mixed‑mode trade‑offs, custom‑metric integrations, and real‑world case studies—demonstrates how to choose and tune HPA, VPA, and KEDA for rapid traffic spikes while avoiding conflicts.

AutoscalingCloud NativeHPA
0 likes · 47 min read
Kubernetes HPA & VPA Auto-Scaling: Elastic Strategies for Traffic Spikes
Java Architect Handbook
Java Architect Handbook
Jul 10, 2026 · Artificial Intelligence

Spring AI 2.0 vs Spring AI Alibaba: Which One Should You Choose?

This article compares Spring AI 2.0 and Spring AI Alibaba, detailing their design philosophies, core architectures, recent upgrades, code examples, strengths, weaknesses, and ideal use‑cases, and explains how the two frameworks can be combined for enterprise AI solutions.

AI integrationCloud NativeGraph engine
0 likes · 19 min read
Spring AI 2.0 vs Spring AI Alibaba: Which One Should You Choose?
Architect Chen
Architect Chen
Jul 10, 2026 · Cloud Native

Comprehensive Guide to Docker Core Commands (2026 Edition)

This article provides a complete reference of essential Docker commands—including version, info, images, pull, run, ps, stop/start, exec, logs, stats, rm, rmi, prune, and inspect—along with example usages and typical scenarios such as environment verification, container management, and performance troubleshooting.

Cloud NativeDevOpsDocker
0 likes · 6 min read
Comprehensive Guide to Docker Core Commands (2026 Edition)
Three Knives
Three Knives
Jul 10, 2026 · Cloud Native

Java Cloud‑Native’s Emperor’s New Clothes: How Long Have We Been Hijacked by Upgrades?

The article critically examines the recent Java ecosystem upgrades—Jakarta namespace changes, Spring Boot 3.0’s Java 17 requirement, GraalVM Native Image hype, and Virtual Threads—showing that the promised benefits are minimal while migration costs and compatibility risks are substantial, and it highlights Feat as a pragmatic alternative.

Cloud NativeFeat frameworkGraalVM Native Image
0 likes · 9 min read
Java Cloud‑Native’s Emperor’s New Clothes: How Long Have We Been Hijacked by Upgrades?
CodeSmart Hoops
CodeSmart Hoops
Jul 10, 2026 · Cloud Native

Prometheus Deep Dive: The De Facto Standard for Cloud‑Native Monitoring

The article walks through a real‑world migration from Zabbix to Prometheus, explaining its pull‑based design, metric model, PromQL language, service discovery options, remote storage choices, alerting with Alertmanager, and a complete Spring Boot integration, while highlighting best‑practice recommendations and common pitfalls.

AlertmanagerCloud NativePromQL
0 likes · 34 min read
Prometheus Deep Dive: The De Facto Standard for Cloud‑Native Monitoring
Java Backend Technology
Java Backend Technology
Jul 9, 2026 · Cloud Native

Quarkus 3.37 Beats Spring Boot: 50× Faster Startup and 70% Less Memory

Quarkus 3.37, released on June 24, 2026, introduces experimental JLink support, a full Hibernate ORM 7.4 upgrade, a reflection‑free Jackson serializer, AI‑native extensions, and numerous bug fixes, delivering up to 50‑fold faster startup, 70% lower memory usage, and measurable performance gains for Java cloud‑native applications.

AICloud NativeHibernate
0 likes · 11 min read
Quarkus 3.37 Beats Spring Boot: 50× Faster Startup and 70% Less Memory
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 6, 2026 · Cloud Native

Observe Every AI Agent Call Without Changing a Single Line of Code

OBI uses Linux kernel eBPF instrumentation to automatically capture and parse all AI‑related HTTP traffic—covering LLM, embedding, vector search, rerank and MCP tool calls—producing OpenTelemetry‑compatible traces and metrics without any code changes, enabling full‑stack observability of multi‑provider AI agents across languages with only ~1% CPU overhead.

AI ObservabilityCloud NativeGenAI
0 likes · 21 min read
Observe Every AI Agent Call Without Changing a Single Line of Code
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 6, 2026 · Operations

How Qoder Embeds Ops Capability to Pinpoint Root Causes in One Sentence

The article shows how integrating Alibaba Cloud's STAROps plugin into Qoder lets developers diagnose production incidents with natural‑language queries, automatically gathering logs, metrics, topology and change data to deliver a structured root‑cause analysis and even generate fix code, cutting investigation time from tens of minutes to a few minutes.

AIAutomationCloud Native
0 likes · 14 min read
How Qoder Embeds Ops Capability to Pinpoint Root Causes in One Sentence
ThinkingAgent
ThinkingAgent
Jul 4, 2026 · Cloud Native

Building the AI Infra Foundation: L0 Resource Layer for GPU Scheduling and Cloud‑Native Architecture

The article presents a detailed, step‑by‑step analysis of the L0 resource layer that underpins AI infrastructure, covering GPU scheduling, multi‑tier storage, low‑latency networking, core architectural components, key technologies such as MIG, Volcano, Kueue and RDMA, practical implementation patterns, quantitative acceptance criteria, and common pitfalls with best‑practice mitigations.

AI InfrastructureCloud NativeGPU Scheduling
0 likes · 26 min read
Building the AI Infra Foundation: L0 Resource Layer for GPU Scheduling and Cloud‑Native Architecture
21CTO
21CTO
Jul 1, 2026 · Cloud Native

Microsoft Unveils Linux Containers for Native Windows Execution

Microsoft's preview adds a built‑in Linux container CLI and API, letting developers run Linux containers directly on Windows without third‑party tools, while introducing a new filesystem, network mode, and programmatic integration for Windows apps.

APICLICloud Native
0 likes · 5 min read
Microsoft Unveils Linux Containers for Native Windows Execution
BanTech Think Tank
BanTech Think Tank
Jun 30, 2026 · Industry Insights

Evolution of Banking Core System Architecture: Historical Review and Future Trends

This article examines the three major phases of Chinese commercial banks' core system architecture—system budding, centralized mainframe, and distributed designs—analyzes the technical improvements and shortcomings of each generation, and forecasts post‑distributed trends such as domestic‑technology adoption, cloud‑native deployment, intelligent operations, real‑time data warehousing, micro‑service structures, and large‑model integration.

Cloud NativeLarge Language ModelsReal-time Data Warehouse
0 likes · 23 min read
Evolution of Banking Core System Architecture: Historical Review and Future Trends
dbaplus Community
dbaplus Community
Jun 29, 2026 · Cloud Computing

Why More Companies Are Dropping VMware for Proxmox

Since 2024, a growing number of enterprises—especially small‑to‑medium businesses and some large firms—are re‑evaluating the cost‑driven VMware licensing model and migrating to the open‑source Proxmox VE platform, which bundles KVM, LXC, Ceph, backup and clustering into a free, easy‑to‑manage solution that fits modern AI and Kubernetes workloads.

Cloud NativeKubernetesProxmox
0 likes · 6 min read
Why More Companies Are Dropping VMware for Proxmox
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jun 29, 2026 · Big Data

How DataWorks Data Agent Evolved Across Three Stages and Its Cloud‑Native Engineering Practices

The article systematically outlines DataWorks Data Agent’s progression from a Copilot‑assisted tool to human‑AI collaboration and finally AI‑driven autonomy, details its four‑agent product matrix covering data development, operations diagnostics, autonomous governance and ChatBI, describes three architecture iterations (Dify, AgentScope, QwenCode/OpenClaw) and a cloud‑managed deployment, and cites real‑world efficiency gains such as cutting development cycles from hours to minutes.

AI agentAutomationCloud Native
0 likes · 15 min read
How DataWorks Data Agent Evolved Across Three Stages and Its Cloud‑Native Engineering Practices
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jun 29, 2026 · Cloud Native

How Argo Workflows and Alibaba Cloud ACS Redefine Gene Analysis Pipelines

By combining Alibaba Cloud's fully managed Argo Workflows with ACS's elastic compute, a gene bioinformatics platform boosted workflow efficiency by 70%, cut costs over 50% and reduced operational complexity 70%, delivering scalable, cost‑effective support for single‑cell, spatial transcriptomics and epigenomics research.

ACSAlibaba CloudArgo Workflows
0 likes · 8 min read
How Argo Workflows and Alibaba Cloud ACS Redefine Gene Analysis Pipelines
dbaplus Community
dbaplus Community
Jun 28, 2026 · Operations

Why Tencent Music Rejects AI Hype: Building an OpenClaw‑Powered Intelligent Ops Ecosystem

The article details Tencent Music's step‑by‑step evolution from manual alert handling to a three‑layer cloud‑native AIOps platform, describing data pipelines, dynamic 3‑sigma alerts, full‑link observability, and the OpenClaw sandbox with multi‑agent architecture that prioritises scenario‑driven, safe AI integration.

AIAIOpsCloud Native
0 likes · 17 min read
Why Tencent Music Rejects AI Hype: Building an OpenClaw‑Powered Intelligent Ops Ecosystem
Alibaba Cloud Native
Alibaba Cloud Native
Jun 26, 2026 · Cloud Native

One-Click Real-Time Stream Ingestion: Alibaba Cloud Kafka’s Native Data Lake Integration

Alibaba Cloud Message Queue for Kafka introduces a native message‑to‑lake capability that integrates Apache Iceberg with OSS Table Bucket, eliminating Spark/Flink/Kafka Connect, providing exactly‑once semantics, automatic schema management, dual write modes, smart partitioning, and up to ten‑fold performance gains across diverse real‑time analytics scenarios.

Apache IcebergCloud NativeData Lake
0 likes · 12 min read
One-Click Real-Time Stream Ingestion: Alibaba Cloud Kafka’s Native Data Lake Integration
Golang Shines
Golang Shines
Jun 26, 2026 · Cloud Native

Why Every Ops Role Now Demands Kubernetes Skills (And a 100‑Question K8s Interview Guide)

After being laid off after five years in operations, the author realized that all job listings now require Docker and Kubernetes expertise, so they compiled a comprehensive "100 K8s Interview Questions" guide covering core concepts, architecture, resource management, networking, storage, security, troubleshooting, and ecosystem tools.

Cloud NativeContainer OrchestrationDevOps
0 likes · 7 min read
Why Every Ops Role Now Demands Kubernetes Skills (And a 100‑Question K8s Interview Guide)
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jun 26, 2026 · Databases

How ZestKV Redefines Cloud‑Native Serverless KV Storage: Design, Goals, and Use Cases

ZestKV, built on Pika, introduces a seven‑layer compute‑storage separation architecture that eliminates capacity limits, offers second‑level elastic scaling without data migration, maintains stable P99 latency, guarantees zero data loss, provides multi‑tenant isolation, and remains fully compatible with the Redis protocol for a wide range of cloud‑native workloads.

Cloud NativeKV storeServerless
0 likes · 9 min read
How ZestKV Redefines Cloud‑Native Serverless KV Storage: Design, Goals, and Use Cases
Three Knives
Three Knives
Jun 26, 2026 · Backend Development

The Three Fatal Flaws of the Servlet Spec That Pushed Spring to Dominance

The article examines three outdated provisions in the Servlet specification—full‑annotation scanning that slows startup, an overreaching security model, and a half‑baked async API—explaining how they hinder modern cloud‑native development and how Spring’s ecosystem has filled each gap, while also suggesting lightweight alternatives.

Cloud NativeJavaServlet
0 likes · 10 min read
The Three Fatal Flaws of the Servlet Spec That Pushed Spring to Dominance
Architect Chen
Architect Chen
Jun 25, 2026 · Cloud Native

Four Key Ways to Deploy Microservices: From Bare Metal to Kubernetes

The article compares four microservice deployment approaches—physical servers, virtual machines, containerization with Docker, and Kubernetes clusters—detailing their implementation, advantages, drawbacks, and ideal scenarios, helping teams choose the most suitable strategy based on resource isolation, scalability, operational complexity, and team expertise.

Cloud NativeKubernetesVirtual Machine
0 likes · 6 min read
Four Key Ways to Deploy Microservices: From Bare Metal to Kubernetes
Sohu Tech Products
Sohu Tech Products
Jun 24, 2026 · Cloud Native

Cloud‑Native Dynamic Routing & Session Persistence for AI Sandboxes via Web VNC

The article details how the team built a high‑performance, reliable cloud‑native gateway for millions of AI sandbox VNC sessions, addressing challenges of dynamic pod IPs, multi‑stage Web VNC traffic, session consistency, and security by using OpenResty, Lua scripts, Redis‑backed routing, cookie‑based state storage, and extensive Nginx tuning.

AI sandboxCloud NativeLua
0 likes · 26 min read
Cloud‑Native Dynamic Routing & Session Persistence for AI Sandboxes via Web VNC
Xiaolin Talks Programming
Xiaolin Talks Programming
Jun 23, 2026 · Cloud Native

Solving Java Cold Starts: Spring Boot 3 + GraalVM Native Image in Production

This article details compiling Spring Boot 3 applications to GraalVM native images, covering static analysis constraints, RuntimeHints configuration, build pipeline setup, performance benchmarks showing 0.14s startup and 115MB RSS, monitoring without JFR, and production pitfalls like HTTPS and Netty, with a phased rollout strategy for cloud-native deployments.

AOT CompilationCloud NativeGraalVM
0 likes · 14 min read
Solving Java Cold Starts: Spring Boot 3 + GraalVM Native Image in Production
Code of Duty
Code of Duty
Jun 22, 2026 · Cloud Native

Do Programmers Still Need a Personal Blog in 2026? An Honest Assessment

The article examines why, despite abundant content platforms, building a personal blog in 2026 remains valuable for programmers seeking long‑term technical archives, a controllable brand foundation, and hands‑on experience with servers, domains, Docker, Nginx, and HTTPS.

Cloud Nativedeveloper brandingpersonal blog
0 likes · 11 min read
Do Programmers Still Need a Personal Blog in 2026? An Honest Assessment
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 22, 2026 · Cloud Native

Zero‑Code Full‑Stack Observability with OpenTelemetry eBPF: CloudMonitor 2.0’s In‑Kernel “Lens”

OpenTelemetry eBPF Instrumentation (OBI) injects a kernel‑level, zero‑code probe that automatically captures OpenTelemetry‑compatible traces, metrics, and logs for over 15 protocols—including HTTP, gRPC, MySQL, Redis, Kafka, and CUDA—while handling cross‑language context propagation, GPU tracing, and seamless integration with CloudMonitor 2.0.

Cloud NativeOpenTelemetryZero-Code Monitoring
0 likes · 19 min read
Zero‑Code Full‑Stack Observability with OpenTelemetry eBPF: CloudMonitor 2.0’s In‑Kernel “Lens”
Ops Development Stories
Ops Development Stories
Jun 22, 2026 · Cloud Native

Design and Implementation of a Multi‑Cluster Arthas‑Based Online Diagnosis Platform

This article details the architecture, security mechanisms, and implementation of a unified Arthas online diagnosis platform that enables SSH‑free, audited access to Java applications across dozens of isolated Kubernetes clusters, covering control‑plane design, WebSocket tunneling, credential management, RBAC, and front‑end integration with Vue and xterm.js.

ArthasCloud NativeGo
0 likes · 23 min read
Design and Implementation of a Multi‑Cluster Arthas‑Based Online Diagnosis Platform
TechVision Expert Circle
TechVision Expert Circle
Jun 22, 2026 · Industry Insights

How CIOs Can Navigate the Deep‑Water Phase of Digital Transformation

The article analyzes why many enterprises now face entrenched legacy systems, data silos, and tightening security while AI delivers little ROI, and it offers CIOs practical, architecture‑driven strategies—including Strangler Fig migration, AI embedding, data‑fabric governance, and zero‑trust rollout—to break through these deep‑water challenges.

AI integrationCIOCloud Native
0 likes · 12 min read
How CIOs Can Navigate the Deep‑Water Phase of Digital Transformation
Alibaba Cloud Native
Alibaba Cloud Native
Jun 17, 2026 · Cloud Native

From Half-Day to 6 Minutes: Embedding AI Agents into Organizational Structure to Accelerate Ticket Resolution

A 3 am alert that once required hours of manual triage is now closed in six minutes thanks to AgentTeams, a cloud‑native platform that treats AI agents as first‑class citizens, defines declarative organization structures, and orchestrates multi‑agent collaboration across development, operations, and open‑source workflows.

AI agentsAutomationCloud Native
0 likes · 21 min read
From Half-Day to 6 Minutes: Embedding AI Agents into Organizational Structure to Accelerate Ticket Resolution
Alibaba Cloud Native
Alibaba Cloud Native
Jun 16, 2026 · Cloud Native

A Kernel‑Embedded Lens: Cloud Monitor 2.0 Enables Full‑Stack Observability Without Code Changes

OpenTelemetry eBPF Instrumentation (OBI) embeds a kernel‑level, zero‑code probe that automatically captures network traffic, RPC, database, message‑queue and GPU operations across Go, Java, Python, Node.js and .NET, generating standard OpenTelemetry traces and metrics without modifying application code.

Cloud NativeOpenTelemetryeBPF
0 likes · 25 min read
A Kernel‑Embedded Lens: Cloud Monitor 2.0 Enables Full‑Stack Observability Without Code Changes
DataFunTalk
DataFunTalk
Jun 16, 2026 · Big Data

How MaxCompute Evolves Data Platforms for AI: Architecture, Features, and Real‑World Cases

The article explains how Alibaba Cloud's MaxCompute transforms a traditional data warehouse into a cloud‑native, multimodal Data+AI platform by introducing a four‑layer architecture, SQL‑based AI functions, the Python‑native MaxFrame framework, and a series of industry case studies that demonstrate performance gains and flexible resource scheduling.

Cloud NativeData+AIMaxCompute
0 likes · 11 min read
How MaxCompute Evolves Data Platforms for AI: Architecture, Features, and Real‑World Cases
Cloud Architecture
Cloud Architecture
Jun 15, 2026 · Backend Development

Trillion‑Message Engine Showdown: RabbitMQ vs Kafka Architecture, Performance and Cloud‑Native Pitfalls

An experienced architect compares RabbitMQ and Kafka across core protocols, storage, replication, consumption semantics, and real‑world production designs, offering Java 17/Spring Boot code, cloud‑native deployment tips, observability, and a decision framework that matches messaging patterns to business requirements.

Cloud NativeEvent StreamingJava
0 likes · 45 min read
Trillion‑Message Engine Showdown: RabbitMQ vs Kafka Architecture, Performance and Cloud‑Native Pitfalls
大转转FE
大转转FE
Jun 15, 2026 · Artificial Intelligence

Programmers’ Skill Shift in the AI Era – Highlights from Frontend Weekly #199

This issue of Zhuanzhuan Frontend Weekly curates five industry articles that examine AI‑driven skill transformation for developers, the rise of Frontline Deployment Engineers, the three‑layer Agentic Engineering model, the distinction between Loop and Harness engineering, and cloud‑native AI‑Native multi‑agent architectures.

AIAI-nativeAgentic Engineering
0 likes · 4 min read
Programmers’ Skill Shift in the AI Era – Highlights from Frontend Weekly #199
Raymond Ops
Raymond Ops
Jun 14, 2026 · Cloud Native

How to Handle Traffic Spikes and Optimize Resources with Kubernetes HPA + VPA

This guide walks through the problem of fluctuating traffic in Kubernetes, explains the differences between Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA), and provides step‑by‑step commands, YAML examples, best‑practice recommendations, troubleshooting tips, and monitoring alerts for deploying a production‑grade HPA + VPA solution.

AutoscalingCloud NativeHPA
0 likes · 41 min read
How to Handle Traffic Spikes and Optimize Resources with Kubernetes HPA + VPA
Architect Chen
Architect Chen
Jun 14, 2026 · Cloud Native

All Essential Kubernetes Commands – 2026 Updated Guide

This article provides a concise, step‑by‑step reference of the most frequently used kubectl commands for Kubernetes, explaining each command's purpose, typical scenarios, useful options, and the information it reveals to help operators troubleshoot clusters, nodes, pods, deployments, logs, and resources.

Cloud NativeKubernetesTroubleshooting
0 likes · 4 min read
All Essential Kubernetes Commands – 2026 Updated Guide
Alibaba Cloud Native
Alibaba Cloud Native
Jun 13, 2026 · Cloud Native

How Constraint Infrastructure Evolves on Alibaba Cloud Agent Infra

The article analyzes Alibaba Cloud's Agent Infra constraint infrastructure, detailing the Harness formula, the six foundational capabilities, concrete technical stacks, multi‑layer governance, observability, rule management, and a data‑driven feedback loop that enables continuous evolution of AI agents in production.

AI GovernanceAgent InfraAlibaba Cloud
0 likes · 17 min read
How Constraint Infrastructure Evolves on Alibaba Cloud Agent Infra
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 11, 2026 · Artificial Intelligence

Building an AI‑Native Multi‑Agent Digital Human Architecture on Cloud Native

The article details how a cloud‑native platform called AgentTeams enables AI‑Native multi‑agent digital‑human teams to replace manual incident response, automate end‑to‑end development workflows, and securely integrate LLMs and internal services through declarative orchestration and fine‑grained permission models.

AI-nativeAgentTeamsAutomation
0 likes · 24 min read
Building an AI‑Native Multi‑Agent Digital Human Architecture on Cloud Native
Alibaba Cloud Native
Alibaba Cloud Native
Jun 9, 2026 · Cloud Native

From Individual Productivity to Organizational Insight: Building AI Coding Metrics with LoongSuite‑Pilot and SLS

The article explains how to capture event‑level AI coding agent data using LoongSuite‑Pilot, align it with the LoongSuite GenAI semantic conventions, store it in Alibaba Cloud Log Service (SLS), and construct a multi‑layered SQL dashboard that turns personal usage signals into organization‑wide metrics for informed decision‑making.

AICloud NativeDevOps
0 likes · 25 min read
From Individual Productivity to Organizational Insight: Building AI Coding Metrics with LoongSuite‑Pilot and SLS
Alibaba Cloud Native
Alibaba Cloud Native
Jun 9, 2026 · Cloud Native

Agentic AICon Recap: Agent Infrastructure and AgentOps Insights

The Agentic AICon event gathered over 180 technical professionals to dissect enterprise‑scale agent engineering, presenting the full lifecycle of Agent Infra—including construction, deployment, observability, and intelligent operations—through detailed sessions on HiClaw, AgentRun, AgentLoop, STAROps, and a RocketMQ‑based asynchronous architecture.

AI agentsAgent InfraAgentLoop
0 likes · 6 min read
Agentic AICon Recap: Agent Infrastructure and AgentOps Insights
TechVision Expert Circle
TechVision Expert Circle
Jun 9, 2026 · Industry Insights

Can the Next‑Gen IT Department Shrink to One‑Third Its Size?

The article analyzes how AI agents, platform engineering, and infrastructure‑as‑code are enabling IT departments to cut staff by up to two‑thirds while maintaining or even improving delivery, outlines which roles are disappearing, proposes a reference 45‑person structure, and warns that reduced headcount does not automatically mean proportional cost savings.

AI agentsCloud NativeIT Operations
0 likes · 10 min read
Can the Next‑Gen IT Department Shrink to One‑Third Its Size?
Alibaba Cloud Native
Alibaba Cloud Native
Jun 8, 2026 · Operations

From Alarm Storms to Proactive Immunity: Geely Auto’s Intelligent Operations Journey

Facing exploding alarm volumes, cross‑cloud data silos, and slow root‑cause resolution, Geely Auto partnered with Alibaba Cloud STAROps to build a three‑step data foundation that unified heterogeneous data, enabled AI‑driven insight, and transformed the ops team from reactive responders to proactive platform operators.

AIOpsCloud NativeData Unification
0 likes · 9 min read
From Alarm Storms to Proactive Immunity: Geely Auto’s Intelligent Operations Journey
IT Learning Made Simple
IT Learning Made Simple
Jun 8, 2026 · R&D Management

The Essential Gear to Become a Software Architect

This guide maps the complete skill tree for aspiring software architects, detailing foundational knowledge, core competencies such as system design and performance tuning, extended expertise in cloud‑native and big‑data technologies, and a staged learning roadmap to help newcomers acquire the necessary gear.

Cloud NativePerformance OptimizationSystem Design
0 likes · 9 min read
The Essential Gear to Become a Software Architect
Continuous Delivery 2.0
Continuous Delivery 2.0
Jun 8, 2026 · Industry Insights

Industry Benchmark: In‑Depth Analysis of How Top Software Giants Implement the SLSA Framework

The article examines how leading software companies such as Google, Microsoft, and Intel adopt and scale the SLSA framework, detailing internal validation, open‑source contributions, cloud‑native integration, and hardware‑anchored trust to illustrate a strategic shift toward industry‑wide software‑supply‑chain security.

Cloud NativeGoogleIntel
0 likes · 10 min read
Industry Benchmark: In‑Depth Analysis of How Top Software Giants Implement the SLSA Framework
SpringMeng
SpringMeng
Jun 7, 2026 · Artificial Intelligence

How Nacos 3.2 Evolves into an Enterprise AI Governance Platform

The article examines Nacos 3.2’s transformation from a micro‑service registry into a unified AI asset governance platform, detailing the AI Registry, MCP Registry, multi‑layer Skill security, and Copilot integrations that address asset scattering, change difficulty, and security risks in enterprise AI deployments.

AI GovernanceAI RegistryCloud Native
0 likes · 10 min read
How Nacos 3.2 Evolves into an Enterprise AI Governance Platform
Architectural Methodology
Architectural Methodology
Jun 6, 2026 · Interview Experience

How to Plan a Phased Migration and Ensure Data Consistency for Legacy System Refactoring

The article outlines a step‑by‑step architecture redesign for a 20‑year‑old monolithic production system, detailing problem analysis, a phased microservice migration using the "killer" pattern, data‑sync strategies, distributed transaction handling, observability, rollback mechanisms, and practical interview‑style insights.

CanalCloud NativeDDD
0 likes · 15 min read
How to Plan a Phased Migration and Ensure Data Consistency for Legacy System Refactoring
macrozheng
macrozheng
Jun 6, 2026 · Artificial Intelligence

How Nacos 3.2 Evolves into an Enterprise AI Governance Platform

Nacos 3.2 expands beyond a microservice registry to become a unified AI asset governance platform, introducing AI Registry, MCP Registry, a three‑layer Skill security sandbox, Copilot assistance, and A2A protocol integration, enabling seamless discovery, versioning, and secure execution of AI assets.

A2A protocolAI RegistryCloud Native
0 likes · 10 min read
How Nacos 3.2 Evolves into an Enterprise AI Governance Platform
Ops Community
Ops Community
Jun 5, 2026 · Cloud Native

Practical Cloud‑Native Log Aggregation with Loki, Promtail & Grafana

This guide walks SREs and DevOps engineers through the challenges of log aggregation in containerized Kubernetes environments and shows how Loki, Promtail, and Grafana together provide a low‑cost, label‑based alternative to the ELK stack, covering architecture, deployment, query language, multi‑tenant security, performance tuning, alerting, and disaster recovery.

Cloud NativeGrafanaKubernetes
0 likes · 36 min read
Practical Cloud‑Native Log Aggregation with Loki, Promtail & Grafana
Raymond Ops
Raymond Ops
Jun 2, 2026 · Cloud Native

200+ Essential kubectl Commands for Managing and Troubleshooting Kubernetes Clusters

This guide compiles over 200 practical kubectl commands, covering cluster setup, context switching, resource inspection, workload management, networking, storage, security hardening, high‑availability patterns, troubleshooting techniques, and performance monitoring to help operators efficiently administer Kubernetes environments.

Cloud NativeDevOpsKubernetes
0 likes · 39 min read
200+ Essential kubectl Commands for Managing and Troubleshooting Kubernetes Clusters
Alibaba Cloud Native
Alibaba Cloud Native
Jun 2, 2026 · Artificial Intelligence

Turning Coding Agents Transparent: Alibaba Cloud’s LoongSuite Observability and Auditing Solution

The article details Alibaba Cloud’s LoongSuite platform, which leverages OpenTelemetry to provide non‑intrusive, end‑to‑end observability, auditing, and cost tracking for various AI Agent types—including coding assistants, personal assistants, and framework‑based agents—by introducing unified data collection, enriched GenAI semantic conventions, and plug‑in architectures that enable full traceability of LLM calls, tool executions, and multi‑round reasoning.

AI agentCloud NativeGenAI
0 likes · 24 min read
Turning Coding Agents Transparent: Alibaba Cloud’s LoongSuite Observability and Auditing Solution
Alibaba Cloud Native
Alibaba Cloud Native
Jun 1, 2026 · Artificial Intelligence

From a Single Agent Session to a Governable Skill Registry: The SkillClaw × Nacos Automatic Evolution Loop

SkillClaw captures experience from real Agent conversations, automatically extracts reusable Skills, and, combined with Nacos’s AI Registry, provides versioned, audited, and team‑wide distribution, forming a closed‑loop pipeline that turns personal Agent knowledge into shared, governable AI assets.

AI agentAutomationCloud Native
0 likes · 20 min read
From a Single Agent Session to a Governable Skill Registry: The SkillClaw × Nacos Automatic Evolution Loop
Cloud Architecture
Cloud Architecture
May 29, 2026 · Cloud Native

Batch Task Platform on Kubernetes: From Job Wrappers to Scalable Control Plane

The article explains how to design a production‑grade, unified batch‑task platform on Kubernetes that goes beyond a simple job UI, covering unified abstractions, multi‑tenant governance, state‑machine modeling, scalable scheduling, high‑concurrency handling, observability, security, and a phased roadmap for incremental implementation.

Batch ProcessingCloud NativeKubernetes
0 likes · 36 min read
Batch Task Platform on Kubernetes: From Job Wrappers to Scalable Control Plane
Cloud Architecture
Cloud Architecture
May 29, 2026 · Cloud Native

DAG‑as‑Code: Building a Production‑Grade Batch Orchestration System with Argo Workflows

This article explains how to design and operate a scalable, multi‑tenant batch processing platform on Kubernetes using Argo Workflows, covering core concepts, DAG scheduling, concurrency control, controller scaling, artifact handling, event‑driven triggers, and practical best‑practice patterns for production reliability and cost efficiency.

Argo WorkflowsBatch ProcessingCloud Native
0 likes · 33 min read
DAG‑as‑Code: Building a Production‑Grade Batch Orchestration System with Argo Workflows
Alibaba Cloud Native
Alibaba Cloud Native
May 28, 2026 · Operations

Can Ontology Really Improve Your AIOps Agent?

The article explains how ontology—an explicit, unambiguous knowledge map—addresses the cognitive and data challenges of AIOps, describes the UModel framework that models entities, relationships, and telemetry, and shows how the STAROps agent built on UModel delivers more accurate, explainable, and trustworthy operations intelligence.

AIOpsCloud NativeKnowledge Graph
0 likes · 16 min read
Can Ontology Really Improve Your AIOps Agent?
DataFunSummit
DataFunSummit
May 28, 2026 · Artificial Intelligence

How DataWorks Data Agent Advances from Augmented Assistance to Full Autonomy

The article analyzes DataWorks Data Agent’s evolution from a helper‑style tool to an autonomous data‑centric AI agent, detailing its five‑stage roadmap, dual‑engine CLI/Claw architecture, unified runtime kernel, open skill ecosystem, and CPU‑GPU joint optimization for enterprise‑grade data automation.

AIAgent ArchitectureAutomation
0 likes · 12 min read
How DataWorks Data Agent Advances from Augmented Assistance to Full Autonomy
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
May 28, 2026 · Cloud Native

How to Diagnose CrashLoopBackOff in Kubernetes: A Practical Guide

This article explains that CrashLoopBackOff is a symptom, not the root cause, and walks through a production‑grade troubleshooting workflow—including checking pod status, describing events, examining logs (current and previous), and exec‑ing into containers—while covering common failures such as OOMKilled, liveness‑probe misconfiguration, bad config files, database connection issues, image command errors, and disk‑pressure problems, and warns against premature pod deletion.

Cloud NativeCrashLoopBackOffKubernetes
0 likes · 10 min read
How to Diagnose CrashLoopBackOff in Kubernetes: A Practical Guide
Alibaba Cloud Native
Alibaba Cloud Native
May 27, 2026 · Artificial Intelligence

Quickly Build Enterprise Self‑Evolving Agents with AgentScope Builder and Harness Framework

This article presents a deep technical walkthrough of AgentScope Builder, showing how the Harness framework enables a single Java agent implementation to run on a personal machine as MinQwenPaw and then scale to a multi‑tenant, distributed enterprise platform with workspace isolation, sandboxing, and pluggable storage backends.

AgentArtificial IntelligenceCloud Native
0 likes · 23 min read
Quickly Build Enterprise Self‑Evolving Agents with AgentScope Builder and Harness Framework
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
May 27, 2026 · Cloud Native

How DeepScience and Alibaba Cloud’s AgentRun Accelerate AI Research Agents at Full Speed

The article examines how AI‑native scientific agents demand flexible, secure, and observable infrastructure, and how Alibaba Cloud’s Serverless‑based AgentRun platform delivers extreme elasticity, cost reduction, stateful long‑running support, sandbox security, and full‑chain tracing to enable rapid deployment of tens of thousands of research tools.

AI agentsAI for ScienceAgentRun
0 likes · 9 min read
How DeepScience and Alibaba Cloud’s AgentRun Accelerate AI Research Agents at Full Speed
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
May 26, 2026 · Cloud Native

How BYD and Alibaba Cloud Use Argo Workflows to Efficiently Schedule Millions of Autonomous Driving Tasks

Facing over 1 PB of daily sensor data, BYD replaced Airflow with a multi‑cluster Argo Workflows and Argo CD architecture, integrated Ray for GPU workloads, and achieved 20‑40 k concurrent workflows, an 11‑fold efficiency boost, 30% cost reduction, and near‑99% success rates.

Argo WorkflowsCloud NativeKubernetes
0 likes · 11 min read
How BYD and Alibaba Cloud Use Argo Workflows to Efficiently Schedule Millions of Autonomous Driving Tasks
TonyBai
TonyBai
May 26, 2026 · Artificial Intelligence

Why NVIDIA Chose Go for Its GPU Cloud Platform: Inside the AI Infrastructure Rewrite

NVIDIA quietly rewrote its AI cloud platform using Go, open‑sourcing NVCF, AICR, and AIStore, where Go accounts for over 80% of the code, enabling a three‑plane architecture, scale‑to‑zero via NATS JetStream, and a cloud‑native stack that balances performance, maintainability, and rapid iteration.

AI InfrastructureCloud NativeGPU
0 likes · 15 min read
Why NVIDIA Chose Go for Its GPU Cloud Platform: Inside the AI Infrastructure Rewrite
DataFunSummit
DataFunSummit
May 25, 2026 · Big Data

How Hisense Built an AI‑Ready Multimodal Data Platform: Storage, Governance, and Development

This article details Hisense's journey to create an AI‑ready multimodal data platform, covering the challenges of integrating diverse business systems, the shift from a Hadoop‑based architecture to a cloud‑native data lake, the JuData governance and development platform, and six practical scenarios that demonstrate unified ingestion, metadata management, rule‑based quality control, intelligent asset retrieval, and future AI‑driven DataOps capabilities.

AI platformCloud NativeData Lake
0 likes · 23 min read
How Hisense Built an AI‑Ready Multimodal Data Platform: Storage, Governance, and Development
dbaplus Community
dbaplus Community
May 25, 2026 · Operations

Key Highlights and PPTs from the 2026 XCOPS Intelligent Operations Conference – Guangzhou

The 2026 XCOPS Intelligent Operations Conference in Guangzhou gathered leading scholars, industry experts, and technology innovators to explore AI‑driven operational upgrades, database intelligence, cloud‑native observability, and multi‑agent architectures, with detailed talks, case studies, and practical roadmaps shared by speakers from academia, finance, and major tech firms.

AICloud Nativedatabase
0 likes · 11 min read
Key Highlights and PPTs from the 2026 XCOPS Intelligent Operations Conference – Guangzhou
DataFunSummit
DataFunSummit
May 23, 2026 · Databases

Data Revolution in the AGI Era: Shifting from Human‑Managed to AI‑Governed Paradigms

As AI agents begin generating hundreds of lines of code and rapidly iterating database changes, traditional DBA manual review becomes obsolete; NineData’s AI‑native cloud‑native platform leverages intelligent SQL generation, automated review, and ChatDBA to boost development efficiency tenfold, cut repetitive work by 90%, and deliver high‑availability, secure, multi‑cloud data management at enterprise scale.

AI databasesCloud NativeDevOps
0 likes · 15 min read
Data Revolution in the AGI Era: Shifting from Human‑Managed to AI‑Governed Paradigms
AntTech
AntTech
May 22, 2026 · Cloud Native

From Computer Use to Datacenter Use: Enabling AI Agents to Drive Data Centers Like Function Calls

The article analyzes how AI agents require datacenter‑scale compute beyond a single virtual machine, explains why existing cloud‑native stacks cannot meet this demand, and details Ant Group's AKernel and openYuanrong solution—including three technical pillars, performance benchmarks, a tiny development team, and a streamlined deployment workflow that turns any developer into a "Build Your Own Cluster" operator.

AI agentsAKernelCloud Native
0 likes · 16 min read
From Computer Use to Datacenter Use: Enabling AI Agents to Drive Data Centers Like Function Calls
Subtle Storm
Subtle Storm
May 21, 2026 · Cloud Native

Final Review: Breaking Down Service Mesh Architecture for the Software Architect Exam

The article explains Service Mesh as a cloud‑native architecture that separates control and data planes, details its sidecar proxies, core components like Istio Pilot and Citadel, and outlines key capabilities such as traffic management, security, observability, and resilience to help exam candidates master the topic.

Cloud NativeIstiomicroservices
0 likes · 5 min read
Final Review: Breaking Down Service Mesh Architecture for the Software Architect Exam
Tencent Cloud Middleware
Tencent Cloud Middleware
May 20, 2026 · Cloud Native

Zero‑Code Integration of Legacy APIs into the AI Ecosystem with the MCP Gateway

Enterprises with hundreds of RESTful APIs often cannot expose them to AI agents, not because models are weak but because tool integration is cumbersome; the article shows how the MCP Gateway enables zero‑code conversion of existing interfaces, centralizes authentication, logging, and protocol translation, and supports multi‑backend scenarios for seamless AI ecosystem access.

AI integrationBackend IntegrationCloud Native
0 likes · 8 min read
Zero‑Code Integration of Legacy APIs into the AI Ecosystem with the MCP Gateway
Subtle Storm
Subtle Storm
May 18, 2026 · Fundamentals

Essential Architecture Exam Topics: A Must‑Read Review Guide

This guide compiles the most critical architecture concepts for the software architect certification, covering mandatory styles, quality‑attribute analysis, ATAM evaluation, microservice vs. SOA/monolith trade‑offs, Lambda/Kappa big‑data designs, cloud‑native fundamentals, high‑concurrency web patterns, distributed‑system theories, DDD, AI‑ops, IoT/edge computing, blockchain basics, and DevOps practices, each illustrated with concrete metrics and decision‑making steps.

AIOpsCloud NativeDevOps
0 likes · 11 min read
Essential Architecture Exam Topics: A Must‑Read Review Guide
Code Ape Tech Column
Code Ape Tech Column
May 14, 2026 · Artificial Intelligence

How Nacos 3.2 Transforms into an Enterprise AI Governance Platform

Nacos 3.2 evolves from a micro‑service registry into a unified AI asset governance platform, introducing AI Registry, MCP Registry with declarative protocol conversion, a three‑layer Skill security sandbox, Copilot assistance, and A2A integration to make AI capabilities manageable, auditable and reusable across the enterprise.

A2A protocolAI RegistryCloud Native
0 likes · 10 min read
How Nacos 3.2 Transforms into an Enterprise AI Governance Platform
ByteDance SE Lab
ByteDance SE Lab
May 13, 2026 · Cloud Native

Can Business Teams Build Apps Themselves? How Volcano Supabase Powers Yuanfudao’s Conversational Agent

Facing hour‑level demands for new educational tools, Yuanfudao created the internal Rush platform that lets any employee describe a need in natural language and instantly receive a full‑stack application, thanks to Volcano Supabase’s AI‑native BaaS, dramatically cutting development time, cost, and operational complexity.

AI-nativeBaaSCloud Native
0 likes · 14 min read
Can Business Teams Build Apps Themselves? How Volcano Supabase Powers Yuanfudao’s Conversational Agent
Architect's Ambition
Architect's Ambition
May 13, 2026 · Artificial Intelligence

Deep Dive into Spring AI Alibaba: Architecture, Core Features, and Practical Implementation Guide

This article provides a comprehensive analysis of Spring AI Alibaba, detailing its five‑layer architecture, core capabilities such as unified model access, cloud‑native integration, and Agentic AI features, and offers concrete code examples and production recommendations to help Java developers quickly build and deploy AI agents.

AI agentsAgent FrameworkCloud Native
0 likes · 12 min read
Deep Dive into Spring AI Alibaba: Architecture, Core Features, and Practical Implementation Guide
ITPUB
ITPUB
May 11, 2026 · Databases

What Human Evolution Teaches About IT Architecture Trade‑offs (Ahead of the 2026 SACC)

The article draws a detailed analogy between millions of years of human evolution—standing up, shedding hair, expanding the brain, and recruiting ancient bacteria—and modern IT architecture, showing how each design choice brings hidden costs, why perfect systems are impossible, and how embracing trade‑offs, extensions, and continuous iteration can lead to resilient, self‑healing databases.

Cloud NativeSelf-Healingarchitecture
0 likes · 22 min read
What Human Evolution Teaches About IT Architecture Trade‑offs (Ahead of the 2026 SACC)
Cloud Architecture
Cloud Architecture
May 9, 2026 · Cloud Native

How to Cut Enterprise CI/CD Release Time from 3 Hours to 30 Seconds (300× Faster) with a Cloud‑Native Full‑Stack Solution

The article explains how enterprises can shrink a typical three‑hour CI/CD release pipeline to a 30‑second, controllable deployment by decoupling build, verification, deployment and release, adopting incremental builds, parallel validation, GitOps, Argo Rollouts, feature flags, and rigorous governance, resulting in a 300‑fold speedup.

Argo RolloutsCI/CDCloud Native
0 likes · 35 min read
How to Cut Enterprise CI/CD Release Time from 3 Hours to 30 Seconds (300× Faster) with a Cloud‑Native Full‑Stack Solution
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
May 9, 2026 · Cloud Native

A Cloud‑Native Paradigm for Efficient Agent Hosting: Systematic Design of Agent Harness Infra

The article analyzes the challenges of deploying AI agents in cloud‑native environments—cold‑start latency, state persistence, and security isolation—and presents Huawei Cloud’s Agent Harness Infra, which uses capacity‑prediction, parallel scheduling, microVM‑based decoupling, and lightweight OS techniques to achieve up to 5× throughput, 100 ms startup and 80% warm‑start hit rates.

Capacity PredictionCloud NativeMicroVM
0 likes · 11 min read
A Cloud‑Native Paradigm for Efficient Agent Hosting: Systematic Design of Agent Harness Infra
Cloud Architecture
Cloud Architecture
May 8, 2026 · Databases

Slow Queries Causing Outages? Build a Cloud‑Native Distributed MySQL Slow‑Log Platform from Scratch

This article walks through the design and implementation of a production‑grade, cloud‑native MySQL slow‑log collection and analysis platform, covering everything from MySQL slow‑log fundamentals and multi‑node ingestion to Kafka buffering, Go‑based parsing, SQL fingerprinting, Elasticsearch and ClickHouse storage, alerting, APM integration, and a phased rollout roadmap.

Cloud NativeKafkaKubernetes
0 likes · 35 min read
Slow Queries Causing Outages? Build a Cloud‑Native Distributed MySQL Slow‑Log Platform from Scratch