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

GbyAI
GbyAI
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
IT之家
IT之家
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
N
News | PayPal Newsroom
Cloudbric
Cloudbric
Webroot Blog
Webroot Blog
www.infosecurity-magazine.com
www.infosecurity-magazine.com
Simon Willison's Weblog
Simon Willison's Weblog
Spread Privacy
Spread Privacy
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
V
Vulnerabilities – Threatpost
Attack and Defense Labs
Attack and Defense Labs
C
Cyber Attacks, Cyber Crime and Cyber Security
Cisco Talos Blog
Cisco Talos Blog
C
Cybersecurity and Infrastructure Security Agency CISA
H
Hackread – Cybersecurity News, Data Breaches, AI and More
P
Proofpoint News Feed
阮一峰的网络日志
阮一峰的网络日志
S
Secure Thoughts
T
Tor Project blog
Latest news
Latest news
aimingoo的专栏
aimingoo的专栏
V2EX - 技术
V2EX - 技术
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
S
Securelist
T
Tenable Blog
N
Netflix TechBlog - Medium
Google Online Security Blog
Google Online Security Blog
博客园 - Franky
T
Troy Hunt's Blog
量子位
大猫的无限游戏
大猫的无限游戏
T
Threat Research - Cisco Blogs
T
The Exploit Database - CXSecurity.com
MongoDB | Blog
MongoDB | Blog
H
Heimdal Security Blog
D
Docker
W
WeLiveSecurity
Stack Overflow Blog
Stack Overflow Blog
G
Google Developers Blog
博客园 - 叶小钗
腾讯CDC
The Hacker News
The Hacker News
WordPress大学
WordPress大学
人人都是产品经理
人人都是产品经理
Project Zero
Project Zero
Martin Fowler
Martin Fowler

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
🌈 The Joy of Vibecoding: A Beginner’s Guide to Learning by Building
Greg Urbano · 2026-05-13 · via DEV Community

Greg Urbano

A lot of new programmers feel like they need to fully understand coding before they’re “allowed” to build anything.
But many people learn best by creating small projects, experimenting, and discovering concepts as they go.
That’s the heart of vibecoding — a curiosity‑driven way to start coding by building things that genuinely interest you.
It’s not a replacement for fundamentals.
It’s a way to meet the fundamentals through hands‑on experience.

⚡ What Vibecoding Looks Like
Vibecoding usually begins with a simple spark:
“What if I made a button that changes colors?”
“What if I built a tiny website for my hobby?”
“What if I automated something I do every day?”
“What if I used AI to sketch out an idea?”
That spark leads to exploration:
searching tutorials
testing snippets
breaking things
fixing them
noticing patterns
slowly understanding how pieces fit together
It’s learning through doing — approachable, flexible, and surprisingly effective.

🧠 Why Building Helps Beginners Learn Faster
Programming concepts can feel abstract when you only read about them.
But when you build something, even something tiny, the ideas become concrete.
For example:
loops make sense when you need repetition
variables make sense when you need to store information
functions make sense when you reuse logic
Projects create context.
Context creates understanding.
Understanding creates momentum.
That’s why so many experienced developers encourage beginners to start with small projects instead of waiting for the “perfect moment.”

🤖 Where AI Fits In
AI tools have made coding more accessible, especially for beginners who might otherwise get stuck early.
AI can help you:
explain confusing errors
generate starter code
answer beginner questions
suggest ideas
speed up repetitive setup tasks
But AI works best as a learning companion, not a substitute for understanding.
The real growth still comes from:
reading the code
experimenting
modifying things
debugging
asking “why does this work?”
Used well, AI is similar to documentation, tutorials, or forums — just more interactive.
If you want to explore this further, try AI-assisted learning.

🛠️ Even Professional Developers Work This Way
Experienced developers rarely build everything perfectly on the first try.
They:
prototype ideas
experiment with new tools
search for solutions
test different approaches
build rough drafts before refining them
In professional settings, this is called:
prototyping
rapid iteration
proof‑of‑concept development
Vibecoding is simply a beginner‑friendly version of the same creative process — with fewer expectations and more room to explore.
The difference is that professionals add layers like testing, security, and reliability when a project becomes production‑ready.

💡 Small Projects Still Matter
Not every project needs to become:
a startup
a polished app
a portfolio piece
Small projects build:
confidence
problem‑solving skills
persistence
creativity
practical experience
A tiny calculator.
A simple website.
A fun automation script.
A personal dashboard.
These projects may seem small, but they teach real skills that compound over time.
If you want inspiration, explore beginner project ideas.

🚀 Final Thought
You don’t need to know everything before you begin coding.
You learn by building.
By experimenting.
By making mistakes.
By improving gradually.
Vibecoding isn’t about skipping fundamentals — it’s about making learning approachable enough that you keep going.
Because the hardest part of coding isn’t the syntax.
It’s staying curious long enough to grow.