惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Recent Announcements
Recent Announcements
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
O
OpenAI News
D
Docker
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
N
Netflix TechBlog - Medium
人人都是产品经理
人人都是产品经理
Y
Y Combinator Blog
M
MIT News - Artificial intelligence
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
博客园 - 司徒正美
C
CXSECURITY Database RSS Feed - CXSecurity.com
阮一峰的网络日志
阮一峰的网络日志
K
Kaspersky official blog
Security Latest
Security Latest
T
Tailwind CSS Blog
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
V
Vulnerabilities – Threatpost
W
WeLiveSecurity
N
News and Events Feed by Topic
aimingoo的专栏
aimingoo的专栏
美团技术团队
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Google DeepMind News
Google DeepMind News
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
C
Cyber Attacks, Cyber Crime and Cyber Security
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
B
Blog
T
The Blog of Author Tim Ferriss
Google DeepMind News
Google DeepMind News
Help Net Security
Help Net Security
爱范儿
爱范儿
宝玉的分享
宝玉的分享
腾讯CDC
H
Heimdal Security Blog
Webroot Blog
Webroot Blog
AI
AI
WordPress大学
WordPress大学
Recorded Future
Recorded Future
SecWiki News
SecWiki News
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Security Archives - TechRepublic
Security Archives - TechRepublic
Google Online Security Blog
Google Online Security Blog
C
Check Point Blog
TaoSecurity Blog
TaoSecurity Blog
Cisco Talos Blog
Cisco Talos Blog
The Cloudflare Blog
www.infosecurity-magazine.com
www.infosecurity-magazine.com
博客园 - Franky
云风的 BLOG
云风的 BLOG

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
Kubernetes Architecture: The Complete Beginner-to-Intermediate Guide
Arnab Adhikary · 2026-06-23 · via DEV Community
Cover image for Kubernetes Architecture: The Complete Beginner-to-Intermediate Guide

Arnab Adhikary

Most engineers learn Kubernetes by memorizing commands.

The best engineers understand how the architecture works behind the scenes.

Once you understand the architecture, troubleshooting becomes significantly easier.

Let's dive in.


Why Kubernetes Exists

Imagine manually managing:

  • Hundreds of servers
  • Thousands of containers
  • Constant deployments
  • Hardware failures
  • Traffic spikes

Without orchestration, managing this environment would be nearly impossible.

Kubernetes automates these tasks.


High-Level Architecture

A Kubernetes cluster consists of:

✅ Control Plane

✅ Worker Nodes

The Control Plane manages the cluster.

The Worker Nodes run applications.


Control Plane Components

API Server

The API Server acts as the gateway to the cluster.

Every action performed through:

kubectl get pods
kubectl apply -f deployment.yaml
kubectl delete pod nginx

ultimately communicates with the API Server.


ETCD

ETCD is the distributed key-value database of Kubernetes.

It stores:

  • Pods
  • Deployments
  • Services
  • ConfigMaps
  • Secrets
  • Cluster configuration

Think of ETCD as the single source of truth.

Without ETCD, Kubernetes loses its memory.


Scheduler

The Scheduler decides:

"Which worker node should run this pod?"

It evaluates:

  • Available CPU
  • Available Memory
  • Affinity rules
  • Taints and Tolerations
  • Resource constraints

Controller Manager

Controllers continuously monitor cluster health.

Examples:

  • ReplicaSet Controller
  • Node Controller
  • Deployment Controller

If something drifts from the desired state, controllers correct it.


Cloud Controller Manager

Used in cloud environments such as AWS.

Responsible for:

  • Load Balancers
  • Node lifecycle management
  • Cloud networking integration

Worker Node Components

Kubelet

The primary node agent.

Responsibilities:

  • Receives instructions
  • Creates pods
  • Monitors pod health

Container Runtime

Runs containers.

Examples:

  • containerd
  • CRI-O

Docker support now works through container runtimes rather than directly.


Kube Proxy

Responsible for service networking.

Provides:

  • Service discovery
  • Traffic routing
  • Load balancing

Pods

The smallest deployable unit in Kubernetes.

Applications ultimately run inside Pods.


What Happens During Deployment?

When a Deployment YAML is applied:

  1. API Server receives request
  2. ETCD stores desired state
  3. Scheduler chooses node
  4. Kubelet creates pod
  5. Container runtime starts containers
  6. Kube Proxy enables networking
  7. Application becomes available

The Core Kubernetes Philosophy

Desired State Management.

You declare:

"I want 3 replicas."

Kubernetes continuously ensures:

"I have 3 replicas."

If one replica disappears, Kubernetes creates another automatically.

This self-healing behavior is one of Kubernetes' most powerful features.


Real-World Relevance

Understanding Kubernetes Architecture is critical for:

  • CKA Certification
  • DevOps Engineering
  • Site Reliability Engineering
  • Platform Engineering
  • Cloud Engineering
  • AWS EKS Administration

Without architectural knowledge, troubleshooting production incidents becomes extremely difficult.


Challenge Question

Suppose:

  • API Server is healthy
  • Worker Nodes are healthy
  • ETCD is unavailable

Can new Pods be scheduled?

Why or why not?

Drop your answer below 👇

kubernetes #cka #cloudnative #devops #sre #aws #eks #containers #docker #platformengineering #terraform #argocd #gitops #helm #prometheus #grafana #observability #linux #cloudcomputing #devsecops #opensource #siteReliabilityEngineering #cloudengineering #automation #infrastructureascode #learninginpublic