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

V
Vulnerabilities – Threatpost
P
Proofpoint News Feed
The Hacker News
The Hacker News
Know Your Adversary
Know Your Adversary
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
Tenable Blog
AWS News Blog
AWS News Blog
S
Securelist
T
Threatpost
C
Cybersecurity and Infrastructure Security Agency CISA
IT之家
IT之家
腾讯CDC
WordPress大学
WordPress大学
Spread Privacy
Spread Privacy
C
Check Point Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Engineering at Meta
Engineering at Meta
Latest news
Latest news
A
About on SuperTechFans
The Register - Security
The Register - Security
L
LINUX DO - 热门话题
T
The Exploit Database - CXSecurity.com
C
Cisco Blogs
T
Tailwind CSS Blog
Simon Willison's Weblog
Simon Willison's Weblog
阮一峰的网络日志
阮一峰的网络日志
MyScale Blog
MyScale Blog
大猫的无限游戏
大猫的无限游戏
T
Tor Project blog
L
Lohrmann on Cybersecurity
G
GRAHAM CLULEY
B
Blog RSS Feed
Scott Helme
Scott Helme
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
NISL@THU
NISL@THU
P
Privacy International News Feed
Security Latest
Security Latest
Recorded Future
Recorded Future
L
LangChain Blog
Cyberwarzone
Cyberwarzone
C
Cyber Attacks, Cyber Crime and Cyber Security
C
CXSECURITY Database RSS Feed - CXSecurity.com
博客园 - 聂微东
Google DeepMind News
Google DeepMind News
Last Week in AI
Last Week in AI
Apple Machine Learning Research
Apple Machine Learning Research
F
Fortinet All Blogs
O
OpenAI News
T
Threat Research - Cisco Blogs
Blog — PlanetScale
Blog — PlanetScale

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
Terraform vs Ansible: Which Should a SysAdmin Learn First?
pawan nateka · 2026-05-13 · via DEV Community

I learned the wrong tool first. It cost me months.

If you are a sysadmin trying to move toward DevOps, cloud, or automation, you have probably asked this question:

*Should I learn Terraform or Ansible first?*

The internet usually makes this confusing.

Some people say Terraform is mandatory.
Others say Ansible is easier and more practical.

The truth is simpler.

They solve different problems.

Picking the right one depends on what you actually do every day.

Let’s break this down in a practical way.

The Mistake I Made

A few years ago, I decided I needed to “modernize” my sysadmin skills.

Everyone was talking about Infrastructure as Code.

So I jumped into Terraform.

I learned providers.
I wrote .tf files.
I practiced creating AWS infrastructure.

It felt productive.

But at work?

I was still manually:

Logging into Linux servers

Installing packages

Editing config files

Restarting services

Managing patching tasks

Terraform was not solving my actual problem.

I was learning for a future job while ignoring current pain.

That was the mistake.

When I switched to Ansible, things changed fast.

Terraform vs Ansible: The Real Difference

People compare these tools like they are rivals.

They are not.

Think of it this way:

Terraform creates infrastructure.
Ansible configures infrastructure.

That is the biggest difference.

What Terraform Actually Does
Terraform is an Infrastructure as Code tool.

Its job is to create infrastructure using code instead of manual clicks.

For example:

  1. Create virtual machines

  2. Create networks

  3. Create security groups

  4. Create load balancers

  5. Provision databases

  6. Manage cloud infrastructure

Example Terraform code:

provider "aws" {
  region = "ap-south-1"
}

resource "aws_instance" "web" {
  ami           = "ami-0abcdef1234567890"
  instance_type = "t2.micro"
}

Enter fullscreen mode Exit fullscreen mode

Run:

terraform init
terraform apply

Enter fullscreen mode Exit fullscreen mode

Result:

Your infrastructure gets created.

No cloud console clicking.

Enter fullscreen mode Exit fullscreen mode

Terraform works great with:

  • AWS

  • Azure

  • Google Cloud

  • VMware

  • Kubernetes

Best for people building infrastructure repeatedly.

What Ansible Actually Does?

Ansible is a configuration management and automation tool.

Its job starts after the server exists.

Examples:

  • Install packages

  • Create users

  • Configure Nginx

  • Deploy applications

  • Restart services

  • Patch multiple servers

  • Update config files

Example:

Inventory:

[web servers]
192.168.1.10
192.168.1.11

Enter fullscreen mode Exit fullscreen mode

Playbook:

- name: Install nginx
  hosts: webservers
  become: yes

  tasks:
    - name: Install nginx
      apt:
        name: nginx
        state: present

    - name: Start nginx
      service:
        name: nginx
        state: started
        enabled: yes
shell

Enter fullscreen mode Exit fullscreen mode

Run:

ansible-playbook -i inventory.ini nginx.yml

Enter fullscreen mode Exit fullscreen mode

Done.

Multiple servers configured in seconds.

That is where Ansible shines.

Simple Analogy

Terraform builds the house.

Ansible arranges everything inside the house.

One creates.

One configures.

Both matter.

Which Tool Should SysAdmins Learn First?

This depends on your current work.

Learn Ansible First If

You spend most of your day:

Managing Linux servers

SSH into multiple machines

Installing software manually

Updating configs manually

Handling patching

Restarting services manually

This describes many traditional sysadmins.

Why Ansible first?

Because you will use it immediately.

Immediate use means faster learning.

Immediate use also means visible impact at work.

Learn Terraform First If
Your work involves:

AWS

Azure

GCP

Kubernetes environments

Building infrastructure repeatedly

Creating test or staging environments

Infrastructure automation

Why Terraform first?

Because infrastructure creation is your real bottleneck.

Practical Learning Roadmap

If I had to start again, this is the order I would follow.

Step 1: Strong Linux Fundamentals

Before automation, understand:

File permissions

Processes

Networking

Package management

Services

SSH

Logs

Shell scripting

Without Linux basics, automation becomes copying commands without understanding.

Step 2: Learn Ansible

Start automating repetitive tasks:

User creation

Package installation

Config management

Service control

Patch automation

This gives quick wins.

Step 3: Learn Terraform

Once cloud becomes part of your workflow:

Learn:

Providers

Variables

Modules

State management

Remote backends

Resource dependencies

Now infrastructure becomes reproducible.

Common Beginner Mistake
Many beginners think:

“Terraform is newer, so I should start there.”

Bad idea.

Tool popularity should not decide learning order.

Your daily problems should.

If your real pain is server management, Terraform will feel disconnected.

If your real pain is cloud provisioning, Ansible may feel secondary.

Context matters.

Do You Need Both?

Yes.

Eventually.

Modern infrastructure often looks like this:

Terraform creates:

VM

Network

Security groups

Ansible configures:

Packages

Application deployment

Config files

Service setup

They work well together.

This is not an either-or career.

It is a sequence question.

And Finally

If you are a traditional Linux sysadmin:

Learn Ansible first.

If you are already working heavily in cloud:

Learn Terraform first.

If you want the safest long-term path:

Linux → Ansible → Terraform

That path gives practical value fast and keeps your career future-ready.

What did you start with first?