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

Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
A
About on SuperTechFans
IT之家
IT之家
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
Blog — PlanetScale
Blog — PlanetScale
aimingoo的专栏
aimingoo的专栏
云风的 BLOG
云风的 BLOG
The GitHub Blog
The GitHub Blog
Vercel News
Vercel News
G
Google Developers Blog
J
Java Code Geeks
宝玉的分享
宝玉的分享
T
Tailwind CSS Blog
Cloudbric
Cloudbric
L
LINUX DO - 最新话题
MyScale Blog
MyScale Blog
H
Heimdal Security Blog
PCI Perspectives
PCI Perspectives
Attack and Defense Labs
Attack and Defense Labs
S
Security @ Cisco Blogs
Latest news
Latest news
I
Intezer
L
Lohrmann on Cybersecurity
C
CXSECURITY Database RSS Feed - CXSecurity.com
月光博客
月光博客
T
Threatpost
博客园 - 【当耐特】
S
Schneier on Security
P
Privacy International News Feed
G
GRAHAM CLULEY
T
Tenable Blog
AWS News Blog
AWS News Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
雷峰网
雷峰网
博客园 - Franky
Engineering at Meta
Engineering at Meta
美团技术团队
S
Secure Thoughts
T
Troy Hunt's Blog
Microsoft Security Blog
Microsoft Security Blog
SecWiki News
SecWiki News
V
Visual Studio Blog
人人都是产品经理
人人都是产品经理
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Cisco Talos Blog
Cisco Talos Blog
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Martin Fowler
Martin Fowler
Webroot Blog
Webroot Blog
Google DeepMind News
Google DeepMind News
H
Hackread – Cybersecurity News, Data Breaches, AI and More

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
Most Developers Can Write the Code. Almost None of Them Can Ship It.
Pavan S · 2026-06-25 · via DEV Community

Pavan S

A real story about a job assignment, a broken Docker config, and a deployment that went live in minutes.


It started with a panic message

A developer reached out to us with 24 hours left on a DevOps job assignment.

The task: take a Task Manager application (already fully built) and deploy it to a live production server with:

  • Docker + Docker Compose
  • PostgreSQL, Redis, NGINX reverse proxy
  • GitHub Actions CI/CD pipeline
  • SSL setup
  • A real, accessible domain — not localhost

The code was done. That wasn't the problem.

The problem was everything that comes after the code.


The gap nobody talks about

Here's what most bootcamps, tutorials, and CS courses teach you:

✅ Write the code

✅ Make it work locally

✅ Push it to GitHub

Here's what they don't teach you:

❌ Write a production Dockerfile

❌ Configure NGINX as a reverse proxy

❌ Set up a CI/CD pipeline that actually deploys

❌ Get it running on a real server with a domain

This developer had spent hours on Stack Overflow, watching YouTube tutorials, and manually editing config files. Nothing worked. Docker wouldn't build. NGINX was misconfigured. The pipeline kept failing.

Sound familiar?


What happened when they used DevLauch

They connected their repository to DevPilot — our AI-powered DevOps platform.

Here's what happened in the next few minutes:

Task Status
Dockerfile ✅ Generated and fixed
Docker Compose ✅ Configured (app + PostgreSQL + Redis)
NGINX reverse proxy ✅ Running
GitHub Actions CI/CD ✅ Pipeline live
Domain deployment ✅ Live on a real URL

Total time: minutes.

The live project: https://webvory-intern.devlauch.com

While other candidates submitted screenshots of apps running on localhost:3000, this developer submitted a fully deployed, publicly accessible application.


Why Docker + NGINX trips everyone up

Let's break down the two things that break 90% of deployment attempts.

Docker mistakes beginners make

# ❌ Wrong — copies everything, bloats the image
COPY . .

# ✅ Right — copy dependency files first, then install, then copy source
COPY package*.json ./
RUN npm install
COPY . .

Always use a .dockerignore file:

node_modules
.env
.git
*.log

NGINX reverse proxy — the config that actually works

server {
    listen 80;
    server_name yourdomain.com;

    location / {
        proxy_pass http://app:3000;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
    }
}

The key mistake most people make: they try to proxy to localhost inside the Docker network. Use the service name from your docker-compose.yml instead (in this case, app).

The Docker Compose structure that connects everything

version: '3.8'
services:
  app:
    build: .
    environment:
      DATABASE_URL: postgresql://user:password@db:5432/taskdb
      REDIS_URL: redis://redis:6379
    depends_on:
      - db
      - redis

  db:
    image: postgres:16
    environment:
      POSTGRES_DB: taskdb
      POSTGRES_USER: user
      POSTGRES_PASSWORD: password
    volumes:
      - postgres_data:/var/lib/postgresql/data

  redis:
    image: redis:alpine

  nginx:
    image: nginx:alpine
    ports:
      - "80:80"
      - "443:443"
    volumes:
      - ./nginx.conf:/etc/nginx/conf.d/default.conf
    depends_on:
      - app

volumes:
  postgres_data:


The CI/CD pipeline that actually deploys

name: Deploy to Production

on:
  push:
    branches: [main]

jobs:
  deploy:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Deploy to server
        uses: appleboy/ssh-action@master
        with:
          host: ${{ secrets.SERVER_HOST }}
          username: ${{ secrets.SERVER_USER }}
          key: ${{ secrets.SSH_PRIVATE_KEY }}
          script: |
            cd /app
            git pull origin main
            docker compose down
            docker compose up -d --build

Store your secrets in GitHub → Settings → Secrets and variables → Actions.


The real lesson

The developer who came to us wasn't a bad engineer. They just hit the wall that almost every developer hits the first time they try to ship something for real.

The tools exist. The knowledge is out there. But it takes days to piece together — and when you have a 24-hour deadline, you don't have days.

That's why we built DevPilot.

You focus on the code. We handle the Dockerfile, the pipeline, the NGINX config, the server deployment — and when something breaks, our AI fixes it and redeploys automatically.

Whether it's a job assignment, a college project, a freelance client, or your startup's MVP — you deserve to ship it with confidence.


Try it yourself


Built something you can't ship? We can help. Drop a comment below or reach out directly.


Tags: devops docker nginx cicd beginners github-actions deployment webdev